<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0" xmlns:itunes="http://www.itunes.com/dtds/podcast-1.0.dtd" xmlns:googleplay="http://www.google.com/schemas/play-podcasts/1.0"><channel><title><![CDATA[EvolupedIA Comunidad de IA : Edición Empresas]]></title><description><![CDATA[Análisis estratégico sobre cómo la inteligencia artificial y la tecnología están transformando las empresas, sus modelos operativos y su competitividad.]]></description><link>https://evoluai.substack.com/s/edicion-empresas</link><image><url>https://substackcdn.com/image/fetch/$s_!RALx!,w_256,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F3cddad79-5902-411c-a559-f885a2473a74_46x46.png</url><title>EvolupedIA Comunidad de IA : Edición Empresas</title><link>https://evoluai.substack.com/s/edicion-empresas</link></image><generator>Substack</generator><lastBuildDate>Sat, 06 Jun 2026 05:30:35 GMT</lastBuildDate><atom:link href="https://evoluai.substack.com/feed" rel="self" type="application/rss+xml"/><copyright><![CDATA[Evolupedia]]></copyright><language><![CDATA[es]]></language><webMaster><![CDATA[evolupedia@substack.com]]></webMaster><itunes:owner><itunes:email><![CDATA[evolupedia@substack.com]]></itunes:email><itunes:name><![CDATA[Henry]]></itunes:name></itunes:owner><itunes:author><![CDATA[Henry]]></itunes:author><googleplay:owner><![CDATA[evolupedia@substack.com]]></googleplay:owner><googleplay:email><![CDATA[evolupedia@substack.com]]></googleplay:email><googleplay:author><![CDATA[Henry]]></googleplay:author><itunes:block><![CDATA[Yes]]></itunes:block><item><title><![CDATA[Humo o Impacto= IA]]></title><description><![CDATA[Bienvenidos, directivos y profesionales a la Edici&#243;n especial de Empresas.]]></description><link>https://evoluai.substack.com/p/humo-o-impacto-ia</link><guid isPermaLink="false">https://evoluai.substack.com/p/humo-o-impacto-ia</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Mon, 18 May 2026 06:59:59 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!y29x!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Bienvenidos, directivos y profesionales a la Edici&#243;n especial de Empresas.</strong></p><p>Esta semana hay una idea que atraviesa toda la edici&#243;n: <strong>la IA empresarial est&#225; dejando de ser una colecci&#243;n de pruebas sueltas para convertirse en una disciplina de gesti&#243;n, gobierno y ejecuci&#243;n</strong>.</p><p>Ya no basta con tener acceso a buenas herramientas. Lo importante ahora es saber  qui&#233;n lidera la adopci&#243;n, c&#243;mo se integran los modelos en los procesos reales, qu&#233; impacto generan y qu&#233; controles existen para que todo esto no acabe en el t&#237;pico festival corporativo de &#8220;tenemos IA&#8221;, pero nadie sabe muy bien para qu&#233;.</p><p>Hablamos de la adopci&#243;n de <strong>Claude for Work</strong>, del movimiento de <strong>PwC con Anthropic</strong>, del salto del desarrollo tradicional hacia modelos orquestados por agentes y de varias se&#241;ales que apuntan en la misma direcci&#243;n: la IA ya no es solo productividad individual. Es transformaci&#243;n operativa.</p><p>Vamos al l&#237;o y buen inicio de semana.:)</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!UQUV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!UQUV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!UQUV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!UQUV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!UQUV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!UQUV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:2644,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/197914870?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!UQUV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!UQUV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!UQUV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!UQUV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F97355845-a91d-42d6-a6dc-e10e5b58b0ea_939x70.jpeg 1456w" sizes="100vw" fetchpriority="high"></picture><div></div></div></a></figure></div><p>Hay una cosa que muchas empresas todav&#237;a no est&#225;n viendo con la IA.</p><p>No basta con adoptarla r&#225;pido.</p><p>Tambi&#233;n hay que gobernarla bien. Os dejamos esta gu&#237;a de <a href="https://www.linkedin.com/posts/henryjimenezarias_iaparaempresarios-share-7460999743813447680--2q5?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s">10 conceptos de Gobierno IA. </a>Si quer&#233;is tenerla completa en el CTA ten&#233;is la Gu&#237;a completa. </p><p></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.linkedin.com/posts/henryjimenezarias_iaparaempresarios-share-7460999743813447680--2q5?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!y29x!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 424w, https://substackcdn.com/image/fetch/$s_!y29x!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 848w, https://substackcdn.com/image/fetch/$s_!y29x!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 1272w, https://substackcdn.com/image/fetch/$s_!y29x!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!y29x!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png" width="551" height="398" 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class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!y29x!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 424w, https://substackcdn.com/image/fetch/$s_!y29x!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 848w, https://substackcdn.com/image/fetch/$s_!y29x!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 1272w, https://substackcdn.com/image/fetch/$s_!y29x!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb78a659-fd4d-42f8-aede-20fbb104faeb_551x398.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.linkedin.com/posts/henryjimenezarias_iaparaempresarios-share-7460999743813447680--2q5?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s&quot;,&quot;text&quot;:&quot;Aqu&#237; completa&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.linkedin.com/posts/henryjimenezarias_iaparaempresarios-share-7460999743813447680--2q5?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s"><span>Aqu&#237; completa</span></a></p><div><hr></div><h3><a href="https://cdn.prod.website-files.com/6889473510b50328dbb70ae6/69f24d3e09b921b92403774e_Claude-Deploying-Claude-Across-Your-Organization-04292026.pdf?utm_source">Gu&#237;a de adopci&#243;n de Claude for Work de Anthropic</a></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://cdn.prod.website-files.com/6889473510b50328dbb70ae6/69f24d3e09b921b92403774e_Claude-Deploying-Claude-Across-Your-Organization-04292026.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!bgTD!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff9b42ee5-e0d1-4ced-9182-d7136098b38c_671x266.png 424w, https://substackcdn.com/image/fetch/$s_!bgTD!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff9b42ee5-e0d1-4ced-9182-d7136098b38c_671x266.png 848w, https://substackcdn.com/image/fetch/$s_!bgTD!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff9b42ee5-e0d1-4ced-9182-d7136098b38c_671x266.png 1272w, https://substackcdn.com/image/fetch/$s_!bgTD!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff9b42ee5-e0d1-4ced-9182-d7136098b38c_671x266.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!bgTD!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff9b42ee5-e0d1-4ced-9182-d7136098b38c_671x266.png" width="671" height="266" 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><a href="https://www.anthropic.com/">Anthropic</a> ha publicado una gu&#237;a pr&#225;ctica de 24 p&#225;ginas para ayudar a las empresas a implementar <strong>Claude for Work</strong> con criterio: casos de uso, fases de adopci&#243;n, modelo de madurez y ejemplos reales de aplicaci&#243;n en equipos como finanzas, legal, ventas, estrategia y producto.</p><p>La gu&#237;a explica c&#243;mo pasar de las primeras pruebas con IA a una adopci&#243;n m&#225;s estructurada, con acciones concretas, plazos orientativos e indicadores para medir el avance.</p><p><strong>&#191;Por qu&#233; es importante?:</strong><br>La IA empresarial ya no va solo de probar herramientas. Va de integrarlas en los flujos de trabajo reales para mejorar productividad, escalar buenas pr&#225;cticas y convertir la experimentaci&#243;n en impacto medible.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!8A3m!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!8A3m!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!8A3m!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!8A3m!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!8A3m!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!8A3m!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:4981,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/197914870?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!8A3m!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!8A3m!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!8A3m!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!8A3m!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F20b8f5bb-00ce-4e1e-b738-4c16569b27fa_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><strong>PwC ampl&#237;a su apuesta por Claude para transformar funciones empresariales</strong></p><p><strong>Resumen:</strong><br>PwC ha ampliado su colaboraci&#243;n con Anthropic para desplegar <strong>Claude</strong> en &#225;reas clave de negocio, con el objetivo de ayudar a sus equipos y clientes a construir tecnolog&#237;a, ejecutar operaciones complejas y redise&#241;ar funciones empresariales como finanzas, operaciones y servicios profesionales. La noticia se public&#243; el <strong>14 de mayo de 2026</strong>.</p><p>El movimiento tambi&#233;n refuerza una tendencia clara: las empresas que quieran escalar la IA no necesitan solo licencias de herramientas, sino modelos de adopci&#243;n, gobierno, integraci&#243;n con datos y casos de uso conectados al negocio.</p><div><hr></div><h2><strong>los 10 Cargos que est&#225;n cambiando la perspectiva del mundo laboral </strong></h2><p>El mercado laboral ya no es &#8220; La IA te va quitar el curro&#8221; NO, es evoluciona y aprende los nuevos puestos que est&#225;n generando cambios en las organizaciones en el 2026 </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!f16E!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!f16E!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 424w, https://substackcdn.com/image/fetch/$s_!f16E!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 848w, https://substackcdn.com/image/fetch/$s_!f16E!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 1272w, https://substackcdn.com/image/fetch/$s_!f16E!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!f16E!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png" width="996" height="674" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:674,&quot;width&quot;:996,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:166561,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/197914870?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!f16E!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 424w, https://substackcdn.com/image/fetch/$s_!f16E!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 848w, https://substackcdn.com/image/fetch/$s_!f16E!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 1272w, https://substackcdn.com/image/fetch/$s_!f16E!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F03ea73cb-3445-4181-b1bf-23e3637658f0_996x674.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Conoce los nuevos cargos que aparecen con la IA .</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evolupedia.com/blog/nuevos-puestos-trabajo-inteligencia-artificial/&quot;,&quot;text&quot;:&quot;10 cargos de IA.&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evolupedia.com/blog/nuevos-puestos-trabajo-inteligencia-artificial/"><span>10 cargos de IA.</span></a></p><div><hr></div><p><strong><a href="https://www.deloitte.com/content/dam/assets-zone3/us/en/docs/services/consulting/2026/agentic-ai-impact-on-software-engineering.pdf?utm_source">Del SDLC al AO-DLC: el desarrollo de software entra en la era de los agentes</a></strong></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.deloitte.com/content/dam/assets-zone3/us/en/docs/services/consulting/2026/agentic-ai-impact-on-software-engineering.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!n2ll!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 424w, https://substackcdn.com/image/fetch/$s_!n2ll!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 848w, https://substackcdn.com/image/fetch/$s_!n2ll!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 1272w, https://substackcdn.com/image/fetch/$s_!n2ll!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!n2ll!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png" width="885" height="512" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:512,&quot;width&quot;:885,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:67440,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://www.deloitte.com/content/dam/assets-zone3/us/en/docs/services/consulting/2026/agentic-ai-impact-on-software-engineering.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/197914870?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!n2ll!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 424w, https://substackcdn.com/image/fetch/$s_!n2ll!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 848w, https://substackcdn.com/image/fetch/$s_!n2ll!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 1272w, https://substackcdn.com/image/fetch/$s_!n2ll!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F24e6159a-9b46-498d-ad24-d3ab5a9b9522_885x512.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Deloitte plantea la evoluci&#243;n del desarrollo de software tradicional &#8212;SDLC&#8212; hacia un nuevo modelo orquestado por agentes de IA: <strong>AO-DLC</strong>.</p><p>La idea no es solo escribir c&#243;digo m&#225;s r&#225;pido, sino coordinar agentes capaces de apoyar distintas fases del desarrollo, siempre bajo supervisi&#243;n humana.</p><p><strong>Por qu&#233; importa:</strong><br>Las empresas ya empiezan a usar agentes de IA, pero muchas a&#250;n no tienen el modelo operativo, los controles ni el talento necesario para integrarlos bien.</p><p>El reto ser&#225; claro: usar agentes para acelerar la entrega de software sin perder calidad, seguridad ni control arquitect&#243;nico.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!yOFb!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54272872-c784-4e6d-b00f-6b3fa8e23a4d_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!yOFb!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54272872-c784-4e6d-b00f-6b3fa8e23a4d_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!yOFb!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54272872-c784-4e6d-b00f-6b3fa8e23a4d_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!yOFb!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54272872-c784-4e6d-b00f-6b3fa8e23a4d_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!yOFb!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54272872-c784-4e6d-b00f-6b3fa8e23a4d_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!yOFb!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F54272872-c784-4e6d-b00f-6b3fa8e23a4d_939x70.jpeg" width="939" height="70" 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href="https://hacks.mozilla.org/2026/05/behind-the-scenes-hardening-firefox/?utm_source">Mozilla</a> comparti&#243; c&#243;mo est&#225; utilizando <strong>Claude Mythos Preview</strong> en tareas de seguridad, destacando que el modelo corrigi&#243; m&#225;s errores en abril que en los 15 meses anteriores combinados.</p><p><a href="http://=enterpriseaiexecutive.ai&amp;utm_medium=newsletter&amp;utm_campaign=trillions-of-microsoft-work-signals-decoded">Anthropic </a>present&#243; nuevas capacidades de <strong>simulaci&#243;n, an&#225;lisis de resultados y orquestaci&#243;n multiagente</strong>, pensadas para que los agentes puedan revisar sesiones anteriores, aprender de ellas y dividir tareas complejas de forma m&#225;s eficiente.</p><p><a href="https://openai.com/es-419/index/gpt-5-5-instant/?utm_source">OpenAI </a>empez&#243; a desplegar <strong>GPT-5.5-Instant</strong> para usuarios de ChatGPT, con mejoras en rendimiento, memoria, personalizaci&#243;n y respuestas m&#225;s concisas.</p><p><a href="https://www.microsoft.com/en-us/microsoft-365/blog/2026/05/05/copilot-cowork-from-conversation-to-action-across-skills-integrations-and-devices/?utm_source=enterpriseaiexecutive.ai&amp;utm_medium">Microsoft </a>ampli&#243; <strong>Copilot Cowork</strong> a iOS y Android, adem&#225;s de incorporar nuevas funciones integradas y conectores de datos empresariales para sistemas de negocio.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!IJfm!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a7fbf4c-3cef-42fa-8443-2e11edbe33c9_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!IJfm!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a7fbf4c-3cef-42fa-8443-2e11edbe33c9_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!IJfm!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a7fbf4c-3cef-42fa-8443-2e11edbe33c9_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!IJfm!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a7fbf4c-3cef-42fa-8443-2e11edbe33c9_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!IJfm!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a7fbf4c-3cef-42fa-8443-2e11edbe33c9_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!IJfm!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8a7fbf4c-3cef-42fa-8443-2e11edbe33c9_939x70.jpeg" width="939" height="70" 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loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Oportunidades de carrera</strong></p><p><strong><a href="https://www.linkedin.com/jobs/view/4394915447/">Artificial Intelligence Lead - Insurance Domain</a></strong></p><p><strong><a href="https://www.linkedin.com/jobs/view/4384829897/?trackingId=qNY5OJU2QEW7%2BGAsn7RuZw%3D%3D&amp;refId=iiySjAIfjEKxTQCFDdG%2BIQ%3D%3D&amp;eBP=CwEAAAGeLWOqUhyi5g3Q4pebNB4sOV6_tB6fLkLR7mX33QjJw_aHvZQ0eG7xq0P6BDpNEWPWD0vrDyOSGtEfVofsUnXf_OMjIh03ILvIc9aR5yi2n7hMx2vMm5ALAck3Ya_B9bV9Ff6o6wJpPBeu1j3iI-dSon1xphEoV_1fQJAQ85IURhHt-4Y0zPgxr032p3Bap0MUJd8LqIf_-7bAlcc7iNuL_uURgfWj411mrrilBy4kWno9tAumkHjSKp44x2gFZNq3jvL2nnnDjxPaQz7EhIfmT0gu7NzpwrD_blAGpLlkOsaUI3EMlNO39djKAPlg5SK_Q_t9_3VOniyrsjJcPQq-V5AQRMzaMEkGMIJ30sFuu4HJ6SwF_6vMORG_seBtuRDIFuncSEwyojPobxYobYJUBWLvQItsfhBX1_e4c7YMWkQoHI_K_yZW6DsfFGCsNTltcA6EUVLcettRZZYoehrtU2uMp54beL5lMT-xEPAfJuM_y9Tm&amp;alternateChannel=search&amp;isJobSearch=false">Responsable de Desarrollo de Inteligencia Artificial</a></strong></p><p><strong><a href="https://www.linkedin.com/jobs/view/4415085148/">Head of AI</a></strong></p><p><strong><a href="https://www.linkedin.com/jobs/view/4412002241/">Senior Director, AI Enablement &amp; Solutions</a></strong></p><p><strong>Eventos</strong></p><ul><li><p><a href="https://link.mail.beehiiv.com/ss/c/u001.uWTGYzFrp_SGC5X8SJjImVRqPY2rx3ICBAHj_06mVVE_7WIW_HS7b1WF7zwJ0rWeWT1g8ZY5FjZaJ2-DQItQvA9m1yNT8Qi1v71YIHf1Rz4B1Ys_R26N_AKr3yYlojgk9N90uBUJcS1b5ZGeaiCCIgONchbB2-FNQ78JR18yIF0MUdvMbKcImNs0Njfv3hAeRjo_WUVfGL5RKU5cgiYyuw/4q7/QDK4YjPGTLCzcqfIcMs6vg/h42/h001.SPI9cKQroXnn_Ifq_ebSWLuH2uXwggBRp9WakkFEsyw">Google I/O</a> - 19 y 20 de mayo de 2026</p></li><li><p><a href="https://caio-ny.coriniumintelligence.com/?utm_source">Director de AI NY</a> 9 de junio de 2026</p></li><li><p><a href="https://events.stanford.edu/event/ethics-agentic-ai-conference?utm_source">Stanford</a> - &#201;tica de la IA con agentes - 1 de junio de 2026</p><p><a href="https://www.databricks.com/dataaisummit?utm_source">Databricks Datos + IA</a> : del 15 al 18 de junio de 2026</p></li></ul><div><hr></div><p><strong>EXECUTIVES</strong></p><p>Si lideras el cambio en tu organizaci&#243;n hacia la inteligencia artificial, conoce nuestro programa de<a href="https://evolupedia.com/certificacion-chief-artificial-officer/"> Chief Artificial officer o Director de inteligencia Artificial</a></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://evolupedia.com/certificacion-chief-artificial-officer/" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9hda!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 424w, 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Es todo por hoy&#8230; si os gusta esta edici&#243;n de empresas para l&#237;der comp&#225;rtelo con vuestros colegas! os aseguramos que les va encantar lo que viene!</p><p>Somos <a href="https://evolupedia.com/">Evolupedia la mejor escuela de IA para ejecutivos y lideres de espa&#241;a.</a></p><div><hr></div><p></p>]]></content:encoded></item><item><title><![CDATA[🔴IA en Modo Empresa]]></title><description><![CDATA[La inteligencia artificial deja de ser una herramienta y empieza a redise&#241;ar c&#243;mo se organiza, decide y opera la empresa.]]></description><link>https://evoluai.substack.com/p/ia-en-modo-empresa</link><guid isPermaLink="false">https://evoluai.substack.com/p/ia-en-modo-empresa</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Mon, 11 May 2026 15:37:05 GMT</pubDate><enclosure url="https://substackcdn.com/image/youtube/w_728,c_limit/oogAnGXkLuM" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hola comunidad!!</p><p>La conversaci&#243;n empresarial sobre IA est&#225; cambiando r&#225;pido.</p><p>Ya no hablamos solo de modelos generativos, prompts o herramientas concretas. Ahora el foco empieza a estar en algo m&#225;s profundo: <strong>c&#243;mo se integra la IA en la arquitectura, la planificaci&#243;n, la gobernanza, la atenci&#243;n al cliente y los nuevos modelos operativos</strong>.</p><p>Esta semana vemos se&#241;ales claras de ese cambio: informes sobre arquitectura de IA, planificaci&#243;n empresarial con agentes, diferencias entre IA generativa e IA ag&#233;ntica, nuevas plataformas como Microsoft Agent 365 e inversiones como la de Accenture en Netomi.</p><p>Todas apuntan en la misma direcci&#243;n:<br><strong>la IA est&#225; dejando de ser una capa tecnol&#243;gica para convertirse en una capacidad transversal de negocio.</strong></p><p>Y ah&#237; es donde las empresas tendr&#225;n que hacerse la pregunta importante:</p><p><strong>&#191;Estamos probando IA&#8230; o estamos redise&#241;ando la empresa para trabajar con ella?</strong></p><div><hr></div><h3>&#191;Qui&#233;n deber&#237;a liderar la IA dentro de una empresa?</h3><div id="youtube2-oogAnGXkLuM" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;oogAnGXkLuM&quot;,&quot;startTime&quot;:&quot;2500s&quot;,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/oogAnGXkLuM?start=2500s&amp;rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><p>La inteligencia artificial ya no va solo de probar ChatGPT, comprar Copilot o automatizar cuatro tareas sueltas.</p><p>La IA est&#225; empezando a cambiar c&#243;mo se organizan los equipos, c&#243;mo se dise&#241;an los procesos y qu&#233; nuevos perfiles necesita una empresa para competir.</p><p>Por eso, en este directo hablamos de los <strong>10 cargos que demanda la era de la IA</strong>:</p><p><strong>AI Agent Developer, AI Automation Engineer, Prompt Engineer, GEO, Human-AI Collaboration Lead, AI Risk &amp; Governance Specialist, <a href="https://evolupedia.com/certificacion-chief-artificial-officer/">Chief AI Officer</a></strong><a href="https://evolupedia.com/certificacion-chief-artificial-officer/">,</a> entre otros.</p><p>Pero la conversaci&#243;n no va solo de &#8220;trabajos del futuro&#8221;.</p><p>Va de una pregunta mucho m&#225;s importante:</p><p><strong>Si la IA impacta en producto, operaciones, marketing, ventas, legal, personas, datos y tecnolog&#237;a&#8230; &#191;Qui&#233;n coordina todo esto dentro de la empresa?</strong></p><p>Lo habl&#233; con <strong>Antonio Serrano Acitores</strong> en un directo donde aterrizamos c&#243;mo las compa&#241;&#237;as pueden empezar a estructurarse para adoptar IA de una forma real, estrat&#233;gica y sostenible.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.youtube.com/watch?v=oogAnGXkLuM&amp;t=2500s&quot;,&quot;text&quot;:&quot;Puedes ver el v&#237;deo completo aqu&#237;&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.youtube.com/watch?v=oogAnGXkLuM&amp;t=2500s"><span>Puedes ver el v&#237;deo completo aqu&#237;</span></a></p><p>Una buena pieza para compartir internamente si tu empresa ya est&#225; hablando de IA, pero todav&#237;a no tiene claro qui&#233;n deber&#237;a liderarla.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!uu6P!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!uu6P!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!uu6P!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!uu6P!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!uu6P!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!uu6P!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg" width="939" height="70" 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srcset="https://substackcdn.com/image/fetch/$s_!uu6P!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!uu6P!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!uu6P!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!uu6P!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2f932526-0710-4fe6-99bf-0906c2c6fd5d_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h3><a href="https://www.ibm.com/downloads/documents/us-en/16951f1373e17e3f?utm_source">Lo que revelan 2.000 CEOs sobre la IA</a></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.ibm.com/downloads/documents/us-en/16951f1373e17e3f?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!hTMR!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 424w, https://substackcdn.com/image/fetch/$s_!hTMR!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 848w, https://substackcdn.com/image/fetch/$s_!hTMR!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 1272w, https://substackcdn.com/image/fetch/$s_!hTMR!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!hTMR!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png" width="710" height="456" 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srcset="https://substackcdn.com/image/fetch/$s_!hTMR!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 424w, https://substackcdn.com/image/fetch/$s_!hTMR!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 848w, https://substackcdn.com/image/fetch/$s_!hTMR!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 1272w, https://substackcdn.com/image/fetch/$s_!hTMR!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc334635e-fe2c-4b45-a6cb-7162352826f2_710x456.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Un estudio anual de IBM, realizado a <strong>2.000 directores ejecutivos</strong>, muestra una realidad clara: la IA ya no es solo una cuesti&#243;n tecnol&#243;gica, sino una decisi&#243;n estrat&#233;gica que est&#225; cambiando la forma en que se lideran las empresas.</p><p><strong>Algunos datos clave:</strong></p><ul><li><p>El <strong>76 % de las empresas</strong> prev&#233; contar con un <strong>Chief AI Officer</strong> en 2026, frente al 26 % en 2025.</p></li><li><p>El <strong>64 % de los CEOs</strong> ya se siente c&#243;modo tomando decisiones estrat&#233;gicas importantes apoyadas en IA.</p></li><li><p>Las empresas que est&#225;n redise&#241;ando su alta direcci&#243;n con una mentalidad centrada en IA han logrado escalar un <strong>10 % m&#225;s de iniciativas</strong> que sus competidores.</p></li><li><p>Adem&#225;s, el <strong>83 % de los CEOs</strong> considera que la soberan&#237;a de la IA ser&#225; esencial para su estrategia.</p></li></ul><p>Pero hay una contradicci&#243;n interesante: aunque el <strong>86 % cree que sus empleados tienen habilidades para trabajar con IA</strong>, solo el <strong>25 % de la plantilla</strong> la usa de forma habitual.</p><p>La conclusi&#243;n es bastante clara: la IA no puede tratarse como una herramienta m&#225;s. Las empresas que quieran aprovecharla de verdad tendr&#225;n que verla como un nuevo modelo operativo: decisiones m&#225;s r&#225;pidas, menos silos y una ejecuci&#243;n mucho m&#225;s &#225;gil.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!TKi2!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TKi2!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!TKi2!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!TKi2!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!TKi2!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TKi2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg" width="939" height="70" 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srcset="https://substackcdn.com/image/fetch/$s_!TKi2!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!TKi2!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!TKi2!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!TKi2!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7a7ed44c-83b8-42de-97d6-7a0581dea236_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h3>Cloudflare recorta plantilla para reorganizarse alrededor de la IA</h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!lOKl!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!lOKl!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 424w, https://substackcdn.com/image/fetch/$s_!lOKl!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 848w, https://substackcdn.com/image/fetch/$s_!lOKl!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 1272w, https://substackcdn.com/image/fetch/$s_!lOKl!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!lOKl!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png" width="728" height="411.81085814360773" 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srcset="https://substackcdn.com/image/fetch/$s_!lOKl!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 424w, https://substackcdn.com/image/fetch/$s_!lOKl!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 848w, https://substackcdn.com/image/fetch/$s_!lOKl!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 1272w, https://substackcdn.com/image/fetch/$s_!lOKl!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F5e538384-8a8a-4928-9b57-cfa2e38889ff_571x323.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Cloudflare anunci&#243; un recorte de m&#225;s de <strong>1.100 empleados</strong>, cerca del <strong>20 % de su plantilla</strong>, como parte de una reestructuraci&#243;n para adaptarse a la llamada &#8220;era de la IA ag&#233;ntica&#8221;. La compa&#241;&#237;a asegur&#243; que el ajuste no responde a bajo rendimiento, sino a un cambio de modelo operativo impulsado por la inteligencia artificial.</p><p>Lo interesante no es solo el recorte, sino el mensaje de fondo: incluso empresas tecnol&#243;gicas con buenos resultados est&#225;n redise&#241;ando sus equipos, procesos y prioridades alrededor de la IA.</p><p><strong>Por qu&#233; importa:</strong></p><p><br>La IA ya no se est&#225; tratando como una herramienta adicional, sino como una excusa &#8212;o una necesidad real&#8212; para repensar c&#243;mo se organiza una empresa. La pregunta para los l&#237;deres no es solo &#8220;qu&#233; tareas podemos automatizar&#8221;, sino qu&#233; estructura, talento y responsabilidades necesita la compa&#241;&#237;a para competir en esta nueva etapa.</p><div><hr></div><p><strong>MEJORES PR&#193;CTICAS</strong></p><h3><a href="https://filecache.mediaroom.com/mr5mr_cognizant/49396/Everest_Group_-_The_AI_Era%20A_Defining_Moment_for_Chief_Human_Resources_Officers.pdf?utm_source">Un momento clave para los CHRO</a></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://filecache.mediaroom.com/mr5mr_cognizant/49396/Everest_Group_-_The_AI_Era%20A_Defining_Moment_for_Chief_Human_Resources_Officers.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!TsfC!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 424w, https://substackcdn.com/image/fetch/$s_!TsfC!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 848w, https://substackcdn.com/image/fetch/$s_!TsfC!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 1272w, https://substackcdn.com/image/fetch/$s_!TsfC!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!TsfC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png" width="724" height="341.8888888888889" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:306,&quot;width&quot;:648,&quot;resizeWidth&quot;:724,&quot;bytes&quot;:43898,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://filecache.mediaroom.com/mr5mr_cognizant/49396/Everest_Group_-_The_AI_Era%20A_Defining_Moment_for_Chief_Human_Resources_Officers.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196928275?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!TsfC!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 424w, https://substackcdn.com/image/fetch/$s_!TsfC!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 848w, https://substackcdn.com/image/fetch/$s_!TsfC!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 1272w, https://substackcdn.com/image/fetch/$s_!TsfC!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F93fa61c7-14d8-4a0e-bddd-4327356032a8_648x306.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Everest Group, con el apoyo de Cognizant, plantea una hoja de ruta para que los directores de Recursos Humanos integren la IA de forma real en sus organizaciones.</p><p>El reto ya no es solo usar IA en casos puntuales, sino incorporarla en los flujos de trabajo, la toma de decisiones y el dise&#241;o del talento.</p><p>Aunque muchas empresas ya est&#225;n aplicando IA en RR. HH., la adopci&#243;n sigue siendo desigual: falta claridad sobre qui&#233;n lidera, c&#243;mo se gobierna y c&#243;mo se escala m&#225;s all&#225; de pilotos concretos.</p><p><strong>Por qu&#233; importa:</strong><br>La IA est&#225; cambiando c&#243;mo se dise&#241;a y gestiona el trabajo. Por eso, el rol del CHRO deja de centrarse solo en procesos de personas y empieza a convertirse en una pieza clave para coordinar equipos humanos y sistemas impulsados por IA.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!mWql!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!mWql!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!mWql!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!mWql!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!mWql!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!mWql!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/aeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:3394,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196928275?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!mWql!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!mWql!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!mWql!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!mWql!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Faeea48c5-f3f2-4541-be10-457c29cd3d75_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><a href="https://futurumgroup.com/wp-content/uploads/2026/05/Five-Layers-of-the-AI-Cake.pdf?utm_source">The Futurum Group</a> public&#243; un informe de 11 p&#225;ginas en el que presenta las <strong>cinco capas de la arquitectura de IA</strong>, un marco pensado para ayudar a responsables pol&#237;ticos, inversores y l&#237;deres empresariales a entender c&#243;mo se est&#225; construyendo el ecosistema de la inteligencia artificial.</p><p><a href="https://www.databricks.com/blog/agentic-ai-vs-generative-ai?utm_source">Databricks </a>comparti&#243; una gu&#237;a para diferenciar la <strong>IA generativa</strong> de la <strong>IA basada en agentes</strong>, poniendo el foco en cuatro claves empresariales: autonom&#237;a, flujos de trabajo, gobernanza y estrategia.</p><p><a href="https://www.microsoft.com/en-us/security/blog/2026/05/01/microsoft-agent-365-now-generally-available-expands-capabilities-and-integrations/?utm_source">Microsoft</a> <strong>Agent 365</strong> ya est&#225; disponible de forma general, con nuevas capacidades e integraciones pensadas para ayudar a las empresas a escalar la adopci&#243;n de agentes de IA.</p><p><a href="https://newsroom.accenture.com/news/2026/accenture-invests-in-netomi-to-accelerate-enterprise-adoption-of-agentic-ai-for-customer-experience?utm_source">Accenture </a>invirti&#243; en <strong>Netomi</strong> para acelerar la adopci&#243;n de <strong>IA ag&#233;ntica</strong> en empresas, con foco en mejorar la experiencia de cliente mediante sistemas de soporte automatizados.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Z_VR!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Z_VR!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!Z_VR!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!Z_VR!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!Z_VR!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Z_VR!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:4639,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196928275?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Z_VR!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!Z_VR!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!Z_VR!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!Z_VR!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F366ea9b7-b198-4c07-b5a0-bfd7d17821a2_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Oportunidades de carrera</strong></p><ul><li><p><a href="https://www.linkedin.com/jobs/view/4401825886/">Sr. Director, Analyst - Physical AI and Autonomous Technologies</a></p></li><li><p><a href="https://www.linkedin.com/jobs/view/4377188584/">Consultor/a Tecnol&#243;gico IA</a></p></li><li><p><a href="https://www.linkedin.com/jobs/view/4411449642/">AI Manager</a></p></li><li><p><a href="https://www.linkedin.com/jobs/view/4409600787/">Head of Agentic AI</a></p></li></ul><div><hr></div><p><strong>Y una cosa m&#225;s&#8230;</strong></p><p style="text-align: justify;">&#161;Empezamos la cuenta atr&#225;s para nuestro programa de Chief Artificial Intelligence Officer! Hemos incorporado a dos nuevos profesores top: uno directamente desde Bloomberg en Nueva York, que os ense&#241;ar&#225; Estrategia de IA y Negocio, y el otro un aut&#233;ntico <em>crack</em> en Europa para el m&#243;dulo de Geoestrategia. &#161;Madre m&#237;a! Este nivel no lo ten&#233;is ni en las mejores universidades del mundo. &#161;Pura trinchera y aplicaci&#243;n de IA a tope!"</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Lo7d!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Lo7d!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 424w, https://substackcdn.com/image/fetch/$s_!Lo7d!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 848w, https://substackcdn.com/image/fetch/$s_!Lo7d!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 1272w, https://substackcdn.com/image/fetch/$s_!Lo7d!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Lo7d!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png" width="1456" height="702" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:702,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:193853,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196928275?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!Lo7d!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 424w, https://substackcdn.com/image/fetch/$s_!Lo7d!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 848w, https://substackcdn.com/image/fetch/$s_!Lo7d!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 1272w, https://substackcdn.com/image/fetch/$s_!Lo7d!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F450d6352-315a-4fad-a8ac-9cb1ea4a63be_1558x751.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p style="text-align: justify;">Si quer&#233;is formar parte de esta edici&#243;n exclusiva, ten&#233;is dudas sobre el programa o quer&#233;is conocer los beneficios para vuestra empresa, contactad directamente con nuestro Fundador. &#201;l evaluar&#225; vuestro caso personalmente.. </p><p style="text-align: justify;"></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evolupedia.com/certificacion-chief-artificial-officer/&quot;,&quot;text&quot;:&quot;Chief Artificial Officer 2026&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evolupedia.com/certificacion-chief-artificial-officer/"><span>Chief Artificial Officer 2026</span></a></p><p style="text-align: justify;"></p><p><strong>El rol del CAIO ya no es una idea futurista. Es una conversaci&#243;n que muchas empresas deber&#237;an empezar a tener hoy.</strong></p><p></p><div><hr></div><p>Gracias por leernos! comparte si os gusta esta Edici&#243;n</p><p>Team <a href="https://evolupedia.com/">Evolupedia</a></p>]]></content:encoded></item><item><title><![CDATA[Sin gobernanza no hay IA]]></title><description><![CDATA[El verdadero riesgo no es la tecnolog&#237;a, es c&#243;mo la est&#225;s usando.]]></description><link>https://evoluai.substack.com/p/sin-gobernanza-no-hay-ia</link><guid isPermaLink="false">https://evoluai.substack.com/p/sin-gobernanza-no-hay-ia</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Mon, 04 May 2026 09:06:43 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!7krE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Bienvenidos, directivos y profesionales a la Edici&#243;n especial de Empresas.</strong></p><p>La mayor&#237;a de las empresas no est&#225; fallando en adoptar la IA&#8230; est&#225; fallando en entenderla. Mientras los equipos celebran mejoras t&#225;cticas &#8212;mejores prompts, m&#225;s automatizaciones, respuestas m&#225;s r&#225;pidas&#8212;, se est&#225; gestando un problema mucho m&#225;s profundo: decisiones estrat&#233;gicas mal planteadas que comprometen seguridad, gobernanza y crecimiento.</p><p>Hoy no gana quien usa mejor la IA, sino quien la estructura mejor.</p><div><hr></div><p>Noticia importante:</p><h2><strong>Italia el primero en  dar un paso importante en la profesionalizaci&#243;n de la inteligencia artificial.</strong></h2><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!ED7X!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ED7X!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 424w, https://substackcdn.com/image/fetch/$s_!ED7X!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 848w, https://substackcdn.com/image/fetch/$s_!ED7X!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 1272w, https://substackcdn.com/image/fetch/$s_!ED7X!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ED7X!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png" width="805" height="559" 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srcset="https://substackcdn.com/image/fetch/$s_!ED7X!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 424w, https://substackcdn.com/image/fetch/$s_!ED7X!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 848w, https://substackcdn.com/image/fetch/$s_!ED7X!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 1272w, https://substackcdn.com/image/fetch/$s_!ED7X!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F18625a6b-2e4e-42c4-bdf0-8a5dc85204d5_805x559.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>La publicaci&#243;n de la norma UNI 11621-8:2026 no es solo una noticia t&#233;cnica. Es una se&#241;al clara de hacia d&#243;nde se dirige la <strong>gobernanza de la IA en Europa:</strong> no basta con regular sistemas, obligaciones y responsabilidades. Tambi&#233;n hay que definir las <strong>competencias profesionales</strong> necesarias para dise&#241;ar, desplegar, supervisar y gobernar la <strong>IA</strong> con criterio.<br><br>Se trata de la primera norma nacional en Europa que introduce un marco estructurado de competencias profesionales en el &#225;mbito de la <strong><a href="https://www.linkedin.com/search/results/all/?keywords=%23ia&amp;origin=HASH_TAG_FROM_FEED">#IA</a></strong>, en coherencia con el Reglamento Europeo de Inteligencia Artificial y con la Ley italiana 132/2025.</p><p>Como siempre en Evolupedia nos adelantamos y si observ&#225;is el recuadro en rojo la primera posici&#243;n es el de director de inteligencia artificial  o mejor llamado  <a href="https://evolupedia.com/certificacion-chief-artificial-officer/">Chief Artificial Officer. </a></p><p>Empezamos en Mayo 23 y tenemos &#250;ltimas plazas disponibles </p><p>Aprende a liderar la IA combinando la estrategia de negocio con la estrategia de IA. </p><p>Mas info dando click al bot&#243;n.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evolupedia.com/certificacion-chief-artificial-officer/&quot;,&quot;text&quot;:&quot;LIdera la IA aqui&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evolupedia.com/certificacion-chief-artificial-officer/"><span>LIdera la IA aqui</span></a></p><p></p><div><hr></div><h4><a href="https://www.linkedin.com/pulse/saber-usar-chatgpt-os-convierte-en-responsables-de-ia-henry-jim%C3%A9nez-x7x1e">El error estrat&#233;gico que el 58% de las empresas comete con la IA</a></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!7krE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!7krE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 424w, https://substackcdn.com/image/fetch/$s_!7krE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 848w, https://substackcdn.com/image/fetch/$s_!7krE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 1272w, 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srcset="https://substackcdn.com/image/fetch/$s_!7krE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 424w, https://substackcdn.com/image/fetch/$s_!7krE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 848w, https://substackcdn.com/image/fetch/$s_!7krE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 1272w, https://substackcdn.com/image/fetch/$s_!7krE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4e439224-daf6-457b-a66b-45aefa2a3bd0_1114x627.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Promptear bien no es gobernar. Muchos directivos han cometido el error de ascender a su mejor usuario de ChatGPT a Responsable de IA, solo para descubrir meses despu&#233;s brechas de seguridad y fallos de gobernanza cr&#237;ticos.</p><p>&#191;La raz&#243;n? Confundir la destreza t&#225;ctica con la visi&#243;n estrat&#233;gica. En el art&#237;culo de hoy, desgloso por qu&#233; tu &#8220;experto en prompts&#8221; podr&#237;a ser el mayor riesgo de tu compa&#241;&#237;a si no tiene las habilidades de un verdadero Chief AI Officer.</p><p></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.linkedin.com/pulse/saber-usar-chatgpt-os-convierte-en-responsables-de-ia-henry-jim%C3%A9nez-x7x1e&quot;,&quot;text&quot;:&quot;Leer el an&#225;lisis completo aqu&#237;&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.linkedin.com/pulse/saber-usar-chatgpt-os-convierte-en-responsables-de-ia-henry-jim%C3%A9nez-x7x1e"><span>Leer el an&#225;lisis completo aqu&#237;</span></a></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!iaYJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe911f684-af17-4cc6-9270-4441ab556a19_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!iaYJ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe911f684-af17-4cc6-9270-4441ab556a19_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!iaYJ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe911f684-af17-4cc6-9270-4441ab556a19_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!iaYJ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe911f684-af17-4cc6-9270-4441ab556a19_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!iaYJ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe911f684-af17-4cc6-9270-4441ab556a19_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!iaYJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe911f684-af17-4cc6-9270-4441ab556a19_939x70.jpeg" width="939" height="70" 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loading="lazy"></picture><div></div></div></a></figure></div><h4><strong><a href="https://www.accenture.com/content/dam/accenture/final/accenture-com/document-fy26/q3/Accenture-Agentic-Commerce-FY26-Unmissable-Report.pdf?utm_source">Marcas de comercio de agentes imperdibles</a></strong></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.accenture.com/content/dam/accenture/final/accenture-com/document-fy26/q3/Accenture-Agentic-Commerce-FY26-Unmissable-Report.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!HYWO!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 424w, https://substackcdn.com/image/fetch/$s_!HYWO!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 848w, https://substackcdn.com/image/fetch/$s_!HYWO!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 1272w, https://substackcdn.com/image/fetch/$s_!HYWO!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!HYWO!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png" width="1264" height="706" 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srcset="https://substackcdn.com/image/fetch/$s_!HYWO!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 424w, https://substackcdn.com/image/fetch/$s_!HYWO!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 848w, https://substackcdn.com/image/fetch/$s_!HYWO!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 1272w, https://substackcdn.com/image/fetch/$s_!HYWO!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb6eaa861-71d6-4dc1-a790-b8a1495b95ff_1264x706.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Accenture ha desarrollado un modelo proyectivo utilizando <strong>50,000 consumidores sint&#233;ticos</strong> en 24 pa&#237;ses. El objetivo: mapear la evoluci&#243;n del comercio mediado por agentes en los pr&#243;ximos <strong>18-24 meses</strong>. El resultado es una hoja de ruta sobre cambios en la demanda y riesgos de ejecuci&#243;n que ning&#250;n directivo puede ignorar.</p><p><strong>Las 3 claves estrat&#233;gicas:</strong></p><ul><li><p><strong>Optimizaci&#243;n para m&#225;quinas:</strong> Tu marca ya no solo debe gustar a humanos; debe ser legible y &#8220;comprable&#8221; por algoritmos. Si la IA no te encuentra, no existes.</p></li><li><p><strong>Autoridad de Datos:</strong> Solo las empresas con datos propios s&#243;lidos ser&#225;n &#8220;Agentes de Referencia&#8221;, convirti&#233;ndose en el destino de consulta para otros agentes.</p></li><li><p><strong>Econom&#237;a Unitaria:</strong> Este modelo reduce dr&#225;sticamente el fraude, las devoluciones y el costo de adquisici&#243;n (CAC), haciendo el flujo de caja mucho m&#225;s predecible.</p></li></ul><p>Un agente de IA no tiene emociones. Si no eres la opci&#243;n m&#225;s eficiente y clara a nivel de datos, tu marca ser&#225; descartada en <strong>milisegundos</strong>.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!nJRs!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!nJRs!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!nJRs!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!nJRs!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!nJRs!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!nJRs!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:5334,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196019405?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!nJRs!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!nJRs!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!nJRs!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!nJRs!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7603685d-fdab-4660-87f0-71684c97072e_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h4>El 40% de las apps ya tienen agentes, pero solo el 21% de las empresas sabe gobernarlos</h4><p>Esta semana, los datos de mercado de <strong>Gartner</strong> y <strong>PwC</strong> han confirmado una tendencia cr&#237;tica para este cierre de abril de 2026: estamos viviendo una explosi&#243;n de la <strong>IA Ag&#233;ntica</strong> (sistemas que no solo responden, sino que ejecutan tareas), pero la estructura organizativa no est&#225; al mismo nivel.</p><p><strong>Los datos clave de la semana:</strong></p><ul><li><p><strong>Adopci&#243;n masiva:</strong> El 40% de las aplicaciones empresariales ya integran agentes espec&#237;ficos por tarea, un salto dr&#225;stico desde el 5% que ve&#237;amos en 2025.</p></li><li><p><strong>Brecha de ejecuci&#243;n:</strong> A pesar del despliegue tecnol&#243;gico, solo el <strong>21% de las organizaciones</strong> ha redise&#241;ado sus procesos internos para trabajar con esta autonom&#237;a.</p></li><li><p><strong>Concentraci&#243;n de beneficios:</strong> Un informe de PwC revela que el <strong>74% del valor econ&#243;mico</strong> generado por la IA est&#225; siendo capturado por apenas el <strong>20% de las empresas</strong> (los &#8220;L&#237;deres de IA&#8221;).</p></li></ul><p>El riesgo actual no es la falta de herramientas, sino el <strong>&#8220;Caos de Agentes&#8221;</strong>. Sin una arquitectura central y una gobernanza clara, las empresas est&#225;n automatizando el desorden. Las compa&#241;&#237;as l&#237;deres est&#225;n dejando de ver la IA como un proyecto de IT para tratarla como una <strong>capa operativa central</strong>, enfocada en el crecimiento y no solo en la reducci&#243;n de costes.</p><div><hr></div><p><strong>MEJORES PR&#193;CTICAS</strong></p><h4><strong><a href="https://www.bcg.com/assets/2026/executive-perspectives-ai-and-the-future-of-software.pdf?utm_source">La empresa SaaS centrada en la IA</a></strong></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.bcg.com/assets/2026/executive-perspectives-ai-and-the-future-of-software.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!bzey!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 424w, https://substackcdn.com/image/fetch/$s_!bzey!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 848w, https://substackcdn.com/image/fetch/$s_!bzey!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 1272w, https://substackcdn.com/image/fetch/$s_!bzey!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!bzey!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png" width="899" height="500" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:500,&quot;width&quot;:899,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:111349,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://www.bcg.com/assets/2026/executive-perspectives-ai-and-the-future-of-software.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196019405?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!bzey!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 424w, https://substackcdn.com/image/fetch/$s_!bzey!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 848w, https://substackcdn.com/image/fetch/$s_!bzey!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 1272w, https://substackcdn.com/image/fetch/$s_!bzey!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa3b7d6a3-ae4f-4c08-a1d8-293a6dc1b21e_899x500.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>Boston Consulting Group (BCG) acaba de publicar una hoja de ruta de 15 p&#225;ginas sobre <strong>Physical IA</strong>. El objetivo es claro: ayudar a los comit&#233;s ejecutivos a separar el <em>hype</em> de la rentabilidad real.</p><h4><strong>Desglose Ejecutivo:</strong></h4><ul><li><p><strong>Volatilidad 2030:</strong> Las proyecciones de robots humanoides var&#237;an entre 1 y 6 millones de unidades. Ante este abismo, la clave no es adivinar el n&#250;mero, sino la <strong>asignaci&#243;n disciplinada de capital</strong>.</p></li><li><p><strong>Donde est&#225; el ROI hoy (Niveles 2 y 3):</strong> Olvida la autonom&#237;a total por ahora. El valor inmediato est&#225; en la <strong>percepci&#243;n avanzada</strong> y la <strong>manipulaci&#243;n diestra</strong>. Aqu&#237; es donde la IA ya est&#225; redefiniendo los m&#225;rgenes operativos.</p></li><li><p><strong>La barrera del Nivel 5:</strong> La autonom&#237;a de prop&#243;sito general sigue siendo te&#243;rica. El obst&#225;culo no es la potencia de c&#225;lculo, sino el <strong>razonamiento causal</strong>, una frontera t&#233;cnica que la industria a&#250;n no ha cruzado.</p></li></ul><h4><strong>La visi&#243;n del CAIO:</strong></h4><p>Para la alta direcci&#243;n, el riesgo no es la tecnolog&#237;a, es la <strong>secuenciaci&#243;n</strong>. El error fatal hoy es infravalorar lo que ya es rentable por perseguir una promesa inmadura. Quien domine la hoja de ruta de inversi&#243;n, dominar&#225; la econom&#237;a f&#237;sica de la pr&#243;xima d&#233;cada.</p><div><hr></div><p></p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!x1cs!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!x1cs!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!x1cs!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!x1cs!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!x1cs!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!x1cs!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/db8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:3663,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/196019405?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!x1cs!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 424w, https://substackcdn.com/image/fetch/$s_!x1cs!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 848w, https://substackcdn.com/image/fetch/$s_!x1cs!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!x1cs!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fdb8faa1e-3b2f-4400-be1d-905495d03b5f_939x70.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><a href="https://www.ibm.com/downloads/documents/us-en/15db45f086d20297?utm_source">IBM</a> ha publicado un informe estrat&#233;gico de 32 p&#225;ginas que pone el dedo en la llaga: la mayor&#237;a de las empresas intentan gestionar la inteligencia artificial del futuro con procesos y herramientas del pasado.</p><p><a href="https://futurumgroup.com/wp-content/uploads/2026/04/Gemini-Enterprise-Governing-and-Scaling-the-Agentic-Enterprise.pdf?utm_source">Futurum</a> Group ha revelado las claves para escalar la <strong>empresa basada en agentes</strong> utilizando Gemini Enterprise y seguridad nativa en la nube. El mensaje es claro: la IA ag&#233;ntica solo es viable si la infraestructura es inexpugnable.</p><p><a href="https://www.deloitte.com/us/en/insights/industry/government-public-sector-services/2026-nascio-deloitte-cybersecurity-study.html?utm_source=">Deloitte</a> ha publicado su estudio anual sobre ciberseguridad, revelando una tormenta perfecta para los CISO (Chief Information Security Officers): las amenazas impulsadas por IA est&#225;n escalando a una velocidad sin precedentes, mientras los presupuestos siguen estancados o en retroceso.</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!5cwF!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F53e6cacb-0dc8-4c08-8c53-7da040359d9d_939x70.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" 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loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Oportunidades de carrera</strong></p><ul><li><p><strong><a href="https://www.linkedin.com/jobs/view/4406963487/">Docente Investigador en Inteligencia Artificial y Ciencia de Datos</a></strong></p></li><li><p><strong><a href="https://www.linkedin.com/jobs/view/4404641427/">Responsable del &#193;rea de Inteligencia Artificial y Gobernanza Corporativa</a></strong></p></li><li><p><strong><a href="https://www.linkedin.com/jobs/view/4403713761/">AI Strategy &amp; Transformation Lead</a></strong></p></li><li><p><strong><a href="https://www.linkedin.com/jobs/view/4374581797/">L&#237;der de Factor&#237;a de Inteligencia Artificial</a></strong></p></li><li><p><strong><a href="https://www.linkedin.com/jobs/view/4407476075/">Applied AI Lead</a></strong></p></li></ul><p><strong>Eventos</strong></p><ul><li><p><a href="https://www.linkedin.com/events/7442336490266738688/?viewAsMember=true">Los 10 cargos que demanda la era de la IA y quien va liderarlos- </a>Mayo 07,2026</p></li><li><p><a href="https://link.mail.beehiiv.com/ss/c/u001.uWTGYzFrp_SGC5X8SJjImVRqPY2rx3ICBAHj_06mVVE_7WIW_HS7b1WF7zwJ0rWeWT1g8ZY5FjZaJ2-DQItQvA9m1yNT8Qi1v71YIHf1Rz4B1Ys_R26N_AKr3yYlojgk9N90uBUJcS1b5ZGeaiCCIgONchbB2-FNQ78JR18yIF0MUdvMbKcImNs0Njfv3hAeRjo_WUVfGL5RKU5cgiYyuw/4q7/QDK4YjPGTLCzcqfIcMs6vg/h42/h001.SPI9cKQroXnn_Ifq_ebSWLuH2uXwggBRp9WakkFEsyw">Google I/O</a> - 19 y 20 de mayo de 2026</p></li><li><p><a href="https://caio-ny.coriniumintelligence.com/?utm_source">Director de AI NY</a> 9 de junio de 2026</p></li></ul><div><hr></div><p><strong>EXECUTIVES</strong></p><p>Si lideras el cambio en tu organizaci&#243;n hacia la inteligencia artificial, conoce nuestro programa de<a href="https://evolupedia.com/certificacion-chief-artificial-officer/"> Chief Artificial officer o Director de inteligencia Artificial</a></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" 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length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Bienvenidos, </strong>directivos y profesionales a la Edici&#243;n especial de Empresas, Lideres que quieren transformar y liderar la inteligencia artificial en vuestras organizaciones<strong>. </strong></p><p>La IA se ha vendido como una revoluci&#243;n inmediata, pero la mayor&#237;a de empresas a&#250;n no logra capturar valor real. La diferencia no es tecnol&#243;gica, sino estrat&#233;gica: mientras algunos siguen en pruebas sin impacto, otros ya la usan en producci&#243;n y ganan ventaja. Al mismo tiempo, crecen los riesgos con ciberataques m&#225;s sofisticados. Esto no es el futuro, es una redistribuci&#243;n de poder en marcha donde habr&#225; claros ganadores y perdedores.</p><p>La pregunta ya no es si debes actuar, sino si a&#250;n est&#225;s a tiempo de no quedarte fuera.</p><p>En el briefing de hoy</p><ul><li><p><strong>D&#243;nde la IA ya genera valor</strong></p></li><li><p><strong>La brecha entre pilotos y producci&#243;n</strong></p></li><li><p><strong>Nuevos riesgos: ciberataques con IA</strong></p></li><li><p><strong>Soberan&#237;a y estrategia tecnol&#243;gica</strong></p></li><li><p><strong>Invertir bien y gobernar la IA</strong></p><p></p></li></ul><div><hr></div><h4>D&#243;nde est&#225;n adoptando realmente las empresas la IA</h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!6sAo!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!6sAo!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 424w, https://substackcdn.com/image/fetch/$s_!6sAo!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 848w, https://substackcdn.com/image/fetch/$s_!6sAo!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 1272w, https://substackcdn.com/image/fetch/$s_!6sAo!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!6sAo!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png" width="1200" height="627" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:627,&quot;width&quot;:1200,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:225243,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:false,&quot;topImage&quot;:true,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/194535218?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!6sAo!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 424w, https://substackcdn.com/image/fetch/$s_!6sAo!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 848w, https://substackcdn.com/image/fetch/$s_!6sAo!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 1272w, https://substackcdn.com/image/fetch/$s_!6sAo!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F29a7a78f-cf38-49f9-9d95-99c80e01b5b2_1200x627.png 1456w" sizes="100vw" fetchpriority="high"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>La conversaci&#243;n sobre inteligencia artificial en empresas ha estado llena de ruido: estudios que dicen que no funciona, encuestas sin datos duros y muchas opiniones contradictorias. Pero cuando miras de cerca lo que realmente est&#225; pasando dentro de las grandes compa&#241;&#237;as, la historia es muy diferente.</p><p>La IA ya no es una promesa. En menos de tres a&#241;os, una parte significativa de las empresas m&#225;s grandes del mundo ya la est&#225; usando en producci&#243;n, generando valor real en &#225;reas clave como programaci&#243;n, soporte y b&#250;squeda.</p><p>&#191;Qu&#233; est&#225; funcionando de verdad? &#191;D&#243;nde se est&#225; viendo retorno de inversi&#243;n? &#191;Y qu&#233; sectores van a ser los siguientes en transformarse?</p><p>En este an&#225;lisis desglosamos los datos reales detr&#225;s de la adopci&#243;n de la IA empresarial y lo que significan para el futuro de los negocios.</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.linkedin.com/posts/henryjimenezarias_donde-realmente-esta-adoptando-la-inteligencia-activity-7451293641895104512-OwuF?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s&quot;,&quot;text&quot;:&quot;Lee el an&#225;lisis completo aqu&#237;&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.linkedin.com/posts/henryjimenezarias_donde-realmente-esta-adoptando-la-inteligencia-activity-7451293641895104512-OwuF?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s"><span>Lee el an&#225;lisis completo aqu&#237;</span></a></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!e6uV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!e6uV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:6004,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:&quot;&quot;,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!e6uV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h4>Como defenderse de  Claude Mythos!</h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://labs.cloudsecurityalliance.org/wp-content/uploads/2026/04/mythosreadyv8.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!igE0!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!igE0!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!igE0!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!igE0!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!igE0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png" width="1456" height="819" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/cb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:819,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:579225,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://labs.cloudsecurityalliance.org/wp-content/uploads/2026/04/mythosreadyv8.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/194535218?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!igE0!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 424w, https://substackcdn.com/image/fetch/$s_!igE0!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 848w, https://substackcdn.com/image/fetch/$s_!igE0!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 1272w, https://substackcdn.com/image/fetch/$s_!igE0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fcb445a87-890e-4b77-9d0e-02bd3a83318f_1672x941.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>La <strong>Cloud Security Alliance (CSA)</strong>, impulsada por un comit&#233; de 19 l&#237;deres en ciberseguridad, ha publicado un informe estrat&#233;gico de 29 p&#225;ginas. El documento detalla c&#243;mo las organizaciones deben evolucionar hacia un modelo de seguridad <strong>"Mythos-Ready"</strong> para neutralizar ataques automatizados de alta complejidad.</p><p><strong>Puntos Cr&#237;ticos:</strong></p><ul><li><p><strong>Capacidad Disruptiva:</strong> En pruebas de Anthropic, el modelo <strong>Mythos</strong> gener&#243; <strong>181 exploits</strong> frente a solo 2 logrados por versiones anteriores. El salto en potencia ofensiva es masivo.</p></li><li><p><strong>Colapso Operativo:</strong> El volumen de ataques generados por IA amenaza con desbordar la capacidad de respuesta de los equipos de seguridad actuales.</p></li><li><p><strong>Prioridades de Defensa:</strong> Es urgente reforzar la segmentaci&#243;n, controles de salida, MFA y seguridad por capas.</p></li><li><p><strong>Plan de Acci&#243;n:</strong> El informe detalla <strong>13 riesgos clave</strong> y un <strong>roadmap de 11 pasos</strong> para construir resiliencia.</p></li></ul><p>La ola de vulnerabilidades detectadas por el <strong>Proyecto Glasswing</strong> de Anthropic es solo el inicio. Las capacidades de modelos como <strong>Mythos</strong> se democratizar&#225;n r&#225;pidamente, lo que significa que el costo de ejecutar ataques sofisticados bajar&#225; dr&#225;sticamente, aumentando la escala y el peligro para cualquier infraestructura digital.</p><div><hr></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evoluai.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Suscr&#237;bete ahora&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evoluai.substack.com/subscribe?"><span>Suscr&#237;bete ahora</span></a></p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!OBzE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!OBzE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:11667,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:&quot;&quot;,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!OBzE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h4>El Contexto: El "Cloud Soberano" como Prioridad Estrat&#233;gica</h4><p>Esta semana se ha consolidado una alianza que busca ofrecer a las corporaciones europeas una alternativa real y segura frente a la hegemon&#237;a de las &#8220;Big Tech&#8221; estadounidenses (AWS, Azure, Google).</p><ul><li><p><strong>Soberan&#237;a Legal:</strong> Datos procesados y almacenados 100% en Europa para blindarlos contra leyes extranjeras (como la <em>Cloud Act</em> de EE. UU.).</p></li><li><p><strong>Defensa 24/7:</strong> OVHcloud aporta la infraestructura f&#237;sica mientras S2 Grupo integra monitoreo y respuesta ante amenazas mediante un SOC europeo.</p></li></ul><p><strong>&#191;Por qu&#233; es relevante para la alta direcci&#243;n (C-Suite)?</strong></p><ol><li><p><strong>Cumplimiento Normativo:</strong> Facilita el <em>compliance</em> con la Ley de IA de la UE, vital para sectores que manejan datos sensibles (finanzas, salud y p&#250;blico).</p></li><li><p><strong>Resiliencia Operativa:</strong> Fomenta una estrategia <em>multicloud</em> que reduce la dependencia de un solo proveedor y evita interrupciones globales.</p></li><li><p><strong>Blindaje de Activos:</strong> Protege la propiedad intelectual garantizando que los datos de la empresa no se usen para entrenar modelos de terceros sin consentimiento.</p></li></ol><p><strong>Resumen Ejecutivo:</strong> No es solo una alianza t&#233;cnica; es un <strong>movimiento geopol&#237;tico</strong>. Representa la creaci&#243;n de un b&#250;nker digital para que las empresas puedan escalar su IA con la tranquilidad de que sus datos son 100% suyos y est&#225;n protegidos por est&#225;ndares de seguridad del m&#225;s alto nivel europeo.</p><div><hr></div><p><strong>MEJORES PR&#193;CTICAS</strong></p><h4><strong><a href="https://web-assets.bcg.com/pdf-src/prod-live/how-physical-ai-is-reshaping-robotics-today.pdf?utm_source">Marco de inteligencia artificial f&#237;sica de cinco niveles de BCG</a></strong></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://web-assets.bcg.com/pdf-src/prod-live/how-physical-ai-is-reshaping-robotics-today.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!fVaY!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 424w, https://substackcdn.com/image/fetch/$s_!fVaY!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 848w, https://substackcdn.com/image/fetch/$s_!fVaY!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 1272w, https://substackcdn.com/image/fetch/$s_!fVaY!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!fVaY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png" width="1456" height="815" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:815,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:733359,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://web-assets.bcg.com/pdf-src/prod-live/how-physical-ai-is-reshaping-robotics-today.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/194535218?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!fVaY!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 424w, https://substackcdn.com/image/fetch/$s_!fVaY!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 848w, https://substackcdn.com/image/fetch/$s_!fVaY!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 1272w, https://substackcdn.com/image/fetch/$s_!fVaY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F81dc1d32-43ec-43df-95a8-3c443d4ad57c_1676x938.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Boston Consulting Group (BCG) ha presentado una hoja de ruta de 15 p&#225;ginas sobre la <strong>IA F&#237;sica</strong>. El informe ofrece un marco cr&#237;tico para que los l&#237;deres distingan las capacidades tecnol&#243;gicas probadas de las meras promesas, permitiendo una asignaci&#243;n de capital disciplinada.</p><p><strong>Desglose Estrat&#233;gico</strong></p><ul><li><p><strong>Incertidumbre en el Mercado:</strong> Las proyecciones para la rob&#243;tica humanoide en 2030 son vol&#225;tiles, oscilando entre <strong>1 y 6 millones de unidades anuales</strong>. Esta brecha exige una evaluaci&#243;n rigurosa del mercado.</p></li><li><p><strong>El Marco de los 5 Niveles:</strong> BCG define una escala de madurez para la IA F&#237;sica que clarifica la viabilidad operativa actual frente a las apuestas de largo plazo.</p></li><li><p><strong>Oportunidad Inmediata (Niveles 2 y 3):</strong> El ROI real hoy se encuentra en la <strong>percepci&#243;n avanzada y manipulaci&#243;n diestra</strong>. Aqu&#237; es donde la IA ya est&#225; transformando la econom&#237;a de la automatizaci&#243;n.</p></li><li><p><strong>El L&#237;mite del Nivel 5:</strong> La autonom&#237;a total de prop&#243;sito general sigue siendo te&#243;rica. Su &#233;xito depende del <strong>razonamiento causal</strong>, una barrera t&#233;cnica a&#250;n no resuelta para la escala industrial.</p></li></ul><p><strong>&#191;Por qu&#233; es vital para la Alta Direcci&#243;n?</strong></p><p>Para los Comit&#233;s Ejecutivos, el reto no es tecnol&#243;gico, sino de <strong>asignaci&#243;n de capital</strong>. El riesgo cr&#237;tico es el error de c&#225;lculo: sobrainvertir en promesas inmaduras o infravalorar tecnolog&#237;as ya rentables. La correcta secuenciaci&#243;n de estas inversiones definir&#225; qui&#233;n captura el valor real en la pr&#243;xima d&#233;cada.</p><div><hr></div><h4>Gobernanza de IA: Los 5 Pilares de KPMG para Juntas Directivas</h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://assets.kpmg.com/content/dam/kpmgsites/xx/pdf/2026/04/ai-governance-principles-for-boards-report.pdf.coredownload.inline.pdf?utm_sourcehttps://assets.kpmg.com/content/dam/kpmgsites/xx/pdf/2026/04/ai-governance-principles-for-boards-report.pdf.coredownload.inline.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!rEnV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 424w, https://substackcdn.com/image/fetch/$s_!rEnV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 848w, https://substackcdn.com/image/fetch/$s_!rEnV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 1272w, https://substackcdn.com/image/fetch/$s_!rEnV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!rEnV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png" width="1456" height="816" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/f4db775b-0ab1-4067-a627-edfef0927588_1676x939.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:816,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:264408,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://assets.kpmg.com/content/dam/kpmgsites/xx/pdf/2026/04/ai-governance-principles-for-boards-report.pdf.coredownload.inline.pdf?utm_sourcehttps://assets.kpmg.com/content/dam/kpmgsites/xx/pdf/2026/04/ai-governance-principles-for-boards-report.pdf.coredownload.inline.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/194535218?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!rEnV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 424w, https://substackcdn.com/image/fetch/$s_!rEnV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 848w, https://substackcdn.com/image/fetch/$s_!rEnV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 1272w, https://substackcdn.com/image/fetch/$s_!rEnV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ff4db775b-0ab1-4067-a627-edfef0927588_1676x939.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>En colaboraci&#243;n con el <strong>Centro de Gobierno Corporativo de INSEAD</strong>, KPMG ha estructurado un marco estrat&#233;gico para la supervisi&#243;n de la IA desde el Consejo de Administraci&#243;n. El objetivo es alinear la estrategia, la gobernanza y la gesti&#243;n de riesgos en un ecosistema empresarial de alta incertidumbre.</p><p><strong>Ejes de Supervisi&#243;n Estrat&#233;gica</strong></p><ul><li><p><strong>Visi&#243;n de Valor:</strong> El Consejo debe liderar el desarrollo y ejecuci&#243;n de la estrategia de IA, asegurando que cada iniciativa est&#233; estrictamente alineada con la <strong>creaci&#243;n de valor sostenible</strong> a largo plazo.</p></li><li><p><strong>Decisiones de Infraestructura:</strong> Supervisi&#243;n cr&#237;tica de las apuestas tecnol&#243;gicas, equilibrando el <em>trade-off</em> entre <strong>velocidad, coste, soberan&#237;a de datos y ciberseguridad</strong>.</p></li><li><p><strong>Cultura y Capacidades:</strong> La Direcci&#243;n debe establecer l&#237;mites claros entre los roles humanos y los automatizados, impulsando el desarrollo de competencias en toda la organizaci&#243;n.</p></li><li><p><strong>Gobernanza y Rendici&#243;n de Cuentas:</strong> Implementaci&#243;n de est&#225;ndares de <strong>IA confiable</strong> y marcos de gesti&#243;n de riesgos adaptables que garanticen una supervisi&#243;n &#233;tica y t&#233;cnica rigurosa.</p></li></ul><p><strong>&#191;Por qu&#233; es fundamental?</strong></p><p>Este marco no es solo una gu&#237;a te&#243;rica; es una herramienta pr&#225;ctica basada en perspectivas de directivos globales. Su prop&#243;sito es dotar a los Consejos de las <strong>preguntas correctas</strong> para equilibrar la captura de oportunidades con la mitigaci&#243;n de riesgos, fortaleciendo la resiliencia corporativa frente a la disrupci&#243;n tecnol&#243;gica.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Bo2f!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:8164,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:&quot;&quot;,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><ul><li><p><strong><a href="https://openai.com/index/scaling-trusted-access-for-cyber-defense/?utm_source">OpenAI </a>| GPT-5.4-Cyber:</strong> Lanzamiento de un modelo especializado para <strong>ciberseguridad defensiva</strong>, con acceso ampliado para miles de expertos verificados.</p></li><li><p><strong><a href="https://nvidianews.nvidia.com/news/nvidia-launches-ising-the-worlds-first-open-ai-models-to-accelerate-the-path-to-useful-quantum-computers?utm_source">Nvidia</a> | Ising:</strong> Nueva familia de modelos <em>open-source</em> para <strong>computaci&#243;n cu&#225;ntica</strong>, enfocada en la calibraci&#243;n y correcci&#243;n de errores cr&#237;ticos.</p></li><li><p><strong><a href="http://=enterpriseaiexecutive.ai&amp;utm_medium=newsletter&amp;utm_campaign=claude-mythos-attacks-executives-11-point-defense-plan">Anthropic</a> | Claude Code:</strong> Redise&#241;o total de la app de escritorio; ahora incluye entorno multisesi&#243;n, editor integrado y gesti&#243;n de archivos <em>drag-and-drop</em>.</p></li><li><p><strong><a href="https://www.theinformation.com/articles/microsoft-plots-new-copilot-features-inspired-openclaw?utm_source=">Microsoft</a> | Copilot 365:</strong> Integraci&#243;n de <strong>agentes aut&#243;nomos 24/7</strong> en toda la suite Office (al estilo OpenClaw). Se espera el <em>preview</em> oficial en el evento <strong>Build</strong> en junio.</p></li></ul><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!4IWQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!4IWQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 848w, 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loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Oportunidades de carrera</strong></p><ul><li><p><a href="https://www.linkedin.com/jobs/view/4399342096/?alternateChannel=search&amp;eBP=CwEAAAGdnFiYR9thtyonRkALj5LAtYGl8SNlamPHzOUQ5Fz48TldZ5BWqfzq-8oZkn8PiWPOZdIbUCeEF2m9uVJdeUTmxK2rG_ZmArxqJCezVRGm12wK9XnMBX9x4p6xAPeXmJsCgtS3XwrIlddW3-cNLIN_8Ryu9auBFBxcf6oxgga3R2I2vT3SGfFe0ajhDGIh8OhxTZqYvy94E6jWyFVIsf3BF12hI9CLI7wTCWLEVx7CKFd0IUvd7hmhHjhlP4jMOE_9Lv-7k2i5P0TCeYDgNNUwQRXvNGxtFQdEHCk0BWTUQEWxWKVolWPLFMjzbg1_hxaNdDWL3h-0j6kmh24YgkxwlmUmzP0CxxrnklE5eMnYohCx0cjAw6X5EQmoeUukrZV1oqD_Yn9lZ77TrYDLY8JCG5CevOddJGHu_47XjF3oajQVbssCKOSocd8HK0rFl63Elef6ff6335hsUPazmj234z3nqmwPS26Wa-OekohCVT0&amp;refId=PRPS%2FvQ3cIlnC81g7V0r9A%3D%3D&amp;trackingId=HEV04fBBW962hq0sW7IxAA%3D%3D">Especialista en IA Generativa / LLMs</a></p></li><li><p><a href="https://www.linkedin.com/jobs/view/4369647557/?alternateChannel=search&amp;eBP=CwEAAAGdnFkTxLxrAWzt4Z0rYR9AaIGle0tn7t1ZX1LpktlBGNl0y7vO9KGbPp1R16fEmxkI6D8hRvNV2ogxnSyRK513pCA1RiFHSZE7x9VCFIZY18tKagBbIh9iTE5DyMzMrSDNHRkkItllZZ4dLN6AwewO5LuxJkjsHYKu5XzDxNKOzaByFzpkSWIDE-j6PKn0ULBuibIjpHDrWh5zilMymDVPQZ6ZfKbqz27BTPfgqKJedPBFqO-9JsJDz1a_GMtj1Gwdg8wXrUNpjjtmJXqalXtv36K1y_TZGfCOa-yCZS3Vkvg3Pn-ntT6ZM7P_TsinS6IWxE-o18TFi9l4fgqL-kcTSCPHGux9xwo_OOcjXpeYp3FigzCxSDJCr6GajHjNUvRfRoDS78WRcL2F1T5IkIJX8VaO38k83uK1-X1DUESPVX1lVtUlX9iChOtFXjpK7U7nX7pmf2zaxeOLh9iNBKiJ5TBk8TqRCPakOjqS9w&amp;refId=2gLhj8ZT9KdJGd95JadihA%3D%3D&amp;trackingId=eECDwuse39NXts77xKTwfw%3D%3D">AI Specialist - Task Automation</a></p></li><li><p><a href="https://www.linkedin.com/jobs/view/4389905328/?alternateChannel=search&amp;eBP=CwEAAAGdnFou9msL6_zHtpSqPEZe173g7YuH9c2-RjM60GREbh_7y1MPhcpV0NCaEPnNqcJtZ2e93MQ1as8eFYeziYMdLyq32TqMT6O6uPVQZYqI8I3GGPk5U6wBmCYIwRNNGifgGtjHLAmZGHhaLI0CTcB7tU_l5BaNgQqyx5azzN6youHjjqudYJQ1U9vF-kcOIzbJ8ogWIT8GOSMi7yHzk2eJ7-LE8hkLIGw-OrofxlbzKcYsAXgn9zmI3cmFa8kKcON4zRDsa1b_c1Ae9oy3_ctt2iw8GEhQgvIn7LAQtYJz_JbbMbTsrOYa2eRJYkn_TMXl9XTFf_VJI_VgDPrBKLIAxV38sTnfAJ2c1at2VD8wAMQ5GYZ2XHzH_a3YZavunNW1abbJUyO7Jts0hetnLrvh_B0QgnUncbAgnqQDpvm10oLJziDsWLq4yTV9YJHa-4eAqI_O45tnfN9mNW_S4izqAxQgymotr7Jz36M-35zmCqQ_WQ&amp;refId=ombVkTeagdkRrGvaQ9NE7g%3D%3D&amp;trackingId=nuRPpvJvUR58i88xNJAqqg%3D%3D">Strategic AI Transformation Manager &#8211; AI Transformation</a></p></li><li><p><a href="https://www.linkedin.com/jobs/view/4402261435/?alternateChannel=search&amp;eBP=BUDGET_EXHAUSTED_JOB&amp;refId=zTXm2FR43MZvDE%2BJEg4zRQ%3D%3D&amp;trackingId=XzRcD0thirIy%2BJaBYa1JJA%3D%3D">AI Business Consultant</a></p></li></ul><p><strong>Eventos</strong></p><ul><li><p><a href="https://www.youtube.com/watch?v=VpMfUu8hMZ8">Curso de IA en Claude Gratis</a> 28-29-30 Abril,2026</p></li><li><p><a href="https://www.linkedin.com/events/7442336490266738688/?viewAsMember=true">Los 10 cargos que demanda la era de la IA y quien va liderarlos- </a>Mayo 07,2026</p></li><li><p><a href="https://www.gartner.com/en/conferences/emea/data-analytics-uk?utm_source">Cumbre de Datos y An&#225;lisis de Gartner</a> - 11-13 de mayo de 2026</p><p></p></li></ul><div><hr></div><p><strong>EXECUTIVES</strong></p><p>Si lideras el cambio en tu organizaci&#243;n hacia la inteligencia artificial, conoce nuestro programa de<a href="https://evolupedia.com/certificacion-chief-artificial-officer/"> Chief Artificial officer o Director de inteligencia Artificial</a></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://evolupedia.com/certificacion-chief-artificial-officer/" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9hda!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 424w, https://substackcdn.com/image/fetch/$s_!9hda!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 848w, https://substackcdn.com/image/fetch/$s_!9hda!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 1272w, 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srcset="https://substackcdn.com/image/fetch/$s_!9hda!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 424w, https://substackcdn.com/image/fetch/$s_!9hda!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 848w, https://substackcdn.com/image/fetch/$s_!9hda!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 1272w, https://substackcdn.com/image/fetch/$s_!9hda!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div 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comparte si os gusta esta Edici&#243;n </p></div><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evoluai.substack.com/p/la-mentira-del-hype-de-la-ia?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Compartir&quot;}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evoluai.substack.com/p/la-mentira-del-hype-de-la-ia?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Compartir</span></a></p></div><p></p><p></p><p></p>]]></content:encoded></item><item><title><![CDATA[IA sin control = Riesgo legal]]></title><description><![CDATA[El mayor riesgo no es la IA, es usarla sin reglas, sin datos seguros y sin responsables.]]></description><link>https://evoluai.substack.com/p/ia-sin-control-riesgo-legal</link><guid isPermaLink="false">https://evoluai.substack.com/p/ia-sin-control-riesgo-legal</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Mon, 13 Apr 2026 13:06:26 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!44nq!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Bienvenidos, directivos y profesionales.</strong></p><p>La mayor&#237;a de los an&#225;lisis sobre adopci&#243;n de IA se basan en uso auto-reportado o en encuestas que miden percepci&#243;n, no en datos duros de ingresos que muestren hacia d&#243;nde est&#225; fluyendo realmente el gasto en IA dentro de las empresas.</p><p>Desde la edici&#243;n anterior, hemos revisado cientos de los &#250;ltimos insights en IA generativa y ag&#233;ntica, abarcando mejores pr&#225;cticas, casos de uso, din&#225;micas de mercado e innovaciones.</p><p>En el briefing de hoy:</p><ul><li><p>Quien lidera la IA hoy!</p></li><li><p>Ingenier&#237;a de IA y datos!</p></li><li><p>EL gran filtro de la IA. </p></li><li><p>Las capas de una plataforma de IA con agentes.</p></li><li><p>Transformaci&#243;n y tecnolog&#237;a</p></li><li><p>Oportunidades profesionales y eventos.</p></li></ul><p>Tiempo de lectura: 4 minutos</p><div><hr></div><h1><strong>Tu empresa ya usa IA. El problema es que nadie la lidera</strong></h1><p>Esto ya no es &#8220;una tendencia futura&#8221;: <strong>est&#225; ocurriendo ahora dentro de las empresas</strong>.</p><p>Equipos est&#225;n usando IA sin control: marketing redacta propuestas, finanzas automatiza reportes, RRHH filtra CVs&#8230; <strong>sin aprobaci&#243;n, sin coordinaci&#243;n y sin saber qu&#233; datos se est&#225;n compartiendo</strong>.</p><p>Eso no es adopci&#243;n de IA, es <strong>improvisaci&#243;n masiva</strong>.</p><p>El verdadero problema no es la tecnolog&#237;a, sino <strong>la falta de liderazgo</strong>.<br>Las empresas que ganan con IA no son las que m&#225;s gastan, sino las que tienen a alguien dirigiendo la estrategia y tomando decisiones claras.</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!44nq!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!44nq!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 424w, https://substackcdn.com/image/fetch/$s_!44nq!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 848w, https://substackcdn.com/image/fetch/$s_!44nq!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 1272w, https://substackcdn.com/image/fetch/$s_!44nq!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!44nq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png" width="1114" height="627" 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srcset="https://substackcdn.com/image/fetch/$s_!44nq!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 424w, https://substackcdn.com/image/fetch/$s_!44nq!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 848w, https://substackcdn.com/image/fetch/$s_!44nq!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 1272w, https://substackcdn.com/image/fetch/$s_!44nq!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F127b1c9e-3fec-4e3b-a815-86ffba5d53c5_1114x627.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Todo eso lo aprendes en este Articulo curradisimo por nuestro fundador!</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://www.linkedin.com/pulse/tu-empresa-ya-est%C3%A1-usando-ia-el-problema-es-que-nadie-henry-jim%C3%A9nez-dqxte/?trackingId=DnH8t6EwQOuioRT1xZ0kzQ%3D%3D&quot;,&quot;text&quot;:&quot;Quien lidera la IA&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://www.linkedin.com/pulse/tu-empresa-ya-est%C3%A1-usando-ia-el-problema-es-que-nadie-henry-jim%C3%A9nez-dqxte/?trackingId=DnH8t6EwQOuioRT1xZ0kzQ%3D%3D"><span>Quien lidera la IA</span></a></p><p></p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!e6uV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!e6uV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 848w, 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srcset="https://substackcdn.com/image/fetch/$s_!e6uV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Market Insight</strong></p><h3><strong><a href="https://www.deloitte.com/content/dam/assets-zone1/in/en/docs/services/engineering-ai-data/2026/in-eaid-future-of-work-pov.pdf?utm_source=enterpriseaiexecutive.ai&amp;utm_medium=">Ingenier&#237;a de IA y gesti&#243;n de productos</a></strong></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Y0JJ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 424w, https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 848w, https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 1272w, https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png" width="1456" height="683" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:683,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 424w, https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 848w, https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 1272w, https://substackcdn.com/image/fetch/$s_!Y0JJ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0c112133-fa0e-4a90-be5f-ba3bdcc987b1_1594x748.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Fuente de la imagen: Deloitte</p><p><strong>Resumen:</strong> Deloitte <a href="https://www.deloitte.com/content/dam/assets-zone1/in/en/docs/services/engineering-ai-data/2026/in-eaid-future-of-work-pov.pdf?utm_source=enterpriseaiexecutive.ai&amp;utm_medium=">analiz&#243;</a> el futuro del trabajo y las habilidades en ingenier&#237;a y gesti&#243;n de productos, impulsado por dos fuerzas convergentes: el auge de la IA con capacidad de gesti&#243;n de agentes y la estabilizaci&#243;n de los modelos de trabajo h&#237;bridos.</p><p><strong>De que va: </strong></p><ul><li><p><strong>Contrataci&#243;n:</strong> Calidad sobre cantidad. Se busca talento s&#233;nior y especializado, ya que la IA rompe la relaci&#243;n entre productividad y tama&#241;o del equipo.</p></li><li><p><strong>Ingenier&#237;a (SE 3.0):</strong> Los ingenieros dejan de programar manualmente para convertirse en <strong>orquestadores de agentes</strong> de IA.</p></li><li><p><strong>Producto:</strong> El ciclo de desarrollo se comprime; los gestores pasan de coordinar a ser <strong>aceleradores estrat&#233;gicos</strong>.</p></li><li><p><strong>Estrategia:</strong> El marco <strong>READY</strong> de Deloitte propone liderazgo alineado y perfiles &#8220;en forma de Y&#8221; (t&#233;cnicos con visi&#243;n de negocio).</p></li></ul><p><strong>&#191;Por qu&#233; es vital?</strong> La IA duplica la velocidad de lanzamiento y eleva la productividad t&#233;cnica hasta un <strong>40%</strong>. Para capturar este valor, las empresas deben redise&#241;ar sus procesos y capacitar al talento para trabajar codo a codo con agentes digitales.</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!OBzE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!OBzE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:11667,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!OBzE!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h2><strong>El &#8220;Gran Filtro&#8221; de la IA: &#191;Por qu&#233; solo el 6% triunfa en 2026?</strong></h2><p>A pesar de la adopci&#243;n masiva, el <strong>94% de las empresas no logra obtener ROI</strong>. La diferencia no es la tecnolog&#237;a, sino la <strong>Gobernanza del Dato</strong>.</p><ul><li><p><strong>Del Chatbot al Agente:</strong> Ya no bastan los modelos gen&#233;ricos. La tendencia es el <em>Agent Leap</em>: sistemas multi-agente que automatizan flujos completos, pero que requieren datos impecables para no amplificar errores a escala industrial.</p></li><li><p><strong>Soberan&#237;a y Calidad:</strong> El valor real est&#225; en conectar la IA a datos propios (CRMs, inventarios) bajo marcos de seguridad estrictos. Un solo dato err&#243;neo hoy cuesta millones en minutos.</p></li><li><p><strong>Resultados Reales:</strong> Las empresas <em>AI-Native</em> ya reportan un <strong>50% m&#225;s de productividad</strong> y un <strong>30% menos de costes</strong>, mientras cumplen con las nuevas leyes de &#8220;Dignidad Digital&#8221; para evitar multas por sesgos.</p></li></ul><div><hr></div><p><strong>MEJORES PR&#193;CTICAS DE IA EN LAS ORGANIZACIONES</strong></p><h3><strong>Las capas de una plataforma de IA con agentes</strong></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!rIZY!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!rIZY!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 424w, https://substackcdn.com/image/fetch/$s_!rIZY!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 848w, https://substackcdn.com/image/fetch/$s_!rIZY!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 1272w, https://substackcdn.com/image/fetch/$s_!rIZY!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!rIZY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png" width="1149" height="643" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:643,&quot;width&quot;:1149,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!rIZY!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 424w, https://substackcdn.com/image/fetch/$s_!rIZY!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 848w, https://substackcdn.com/image/fetch/$s_!rIZY!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 1272w, https://substackcdn.com/image/fetch/$s_!rIZY!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F41590716-f831-4089-9540-0df8f0ccb32a_1149x643.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p><strong>Resumen:</strong> Bain <a href="https://www.bain.com/insights/the-three-layers-of-an-agentic-ai-platform/">public&#243;</a> la segunda parte de una serie de cuatro partes sobre la arquitectura para la IA con agentes, en la que se describe c&#243;mo las empresas deben pasar de modelos aislados a sistemas conectados y no deterministas, y c&#243;mo se ve esta nueva arquitectura en la pr&#225;ctica.</p><p><strong>Descomponer:</strong></p><ul><li><p><strong>Aplicaci&#243;n y Orquestaci&#243;n:</strong> El &#8220;cerebro&#8221; central que coordina flujos de trabajo, gestiona la l&#243;gica de ejecuci&#243;n y procesa tareas en paralelo.</p></li><li><p><strong>An&#225;lisis e Informaci&#243;n:</strong> Un panel de control que ofrece visibilidad en tiempo real sobre el rendimiento de los agentes y la infraestructura.</p></li><li><p><strong>Datos y Conocimiento:</strong> La base del sistema, que garantiza un acceso coherente y estandarizado a toda la informaci&#243;n corporativa.</p></li></ul><p><strong>Por qu&#233; es importante:</strong> En conjunto, estas capas transforman la arquitectura de IA, pasando de ser un conjunto de componentes independientes a una capacidad empresarial compartida. La seguridad y la gobernanza est&#225;n integradas en todas las capas, en lugar de aplicarse despu&#233;s de la implementaci&#243;n.</p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Bo2f!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png" width="939" height="70" 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srcset="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><ul><li><p><strong><a href="https://blog.google/innovation-and-ai/technology/developers-tools/gemma-4/?utm_source=enterpriseaiexecutive.ai&amp;utm_medium">Google DeepMind / Gemma 4:</a></strong> Lanzamiento de modelos abiertos bajo licencia Apache 2.0, optimizados para dispositivos locales (m&#243;vil y PC).</p></li><li><p><strong><a href="https://cursor.com/es/blog/cursor-3?utm_source=enterpriseaiexecutive.ai&amp;utm_medium">Cursor 3:</a></strong> Nueva interfaz que permite la orquestaci&#243;n paralela de agentes de codificaci&#243;n, combinando potencia local y en la nube.</p></li><li><p><strong><a href="https://openai.com/es-419/index/openai-acquires-tbpn/?utm_source=enterpriseaiexecutive.ai&amp;utm_medium">OpenAI + TBPN:</a></strong><a href="https://openai.com/es-419/index/openai-acquires-tbpn/?utm_source=enterpriseaiexecutive.ai&amp;utm_medium"> </a>Incursi&#243;n estrat&#233;gica en medios tras la compra millonaria de TBPN, el programa referente para los CEOs de Silicon Valley.</p><p></p></li></ul><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!4IWQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!4IWQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!4IWQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/eafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:11367,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!4IWQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Oportunidades de carrera</strong></p><p><a href="https://www.linkedin.com/jobs/view/4398684588/">Auditor de Inteligencia Artificial &amp; Data</a></p><p><a href="https://www.linkedin.com/jobs/view/4400200022/">Especialista en Inteligencia Artificial (h/m)</a></p><p><a href="https://www.linkedin.com/jobs/view/4338184022/">AI Transformation Manager</a></p><p><a href="https://www.linkedin.com/jobs/view/4398018061/">Consultor/a en Inteligencia Artificial aplicada a negocio</a></p><p><strong>Eventos</strong></p><ul><li><p><a href="https://www.googlecloudevents.com/next-vegas?">Google Cloude next</a>-Abril 22-24, 2026</p></li><li><p><a href="https://www.youtube.com/watch?v=VpMfUu8hMZ8">Curso de IA en Claude Gratis</a> 16-17-18 Abril,2026</p></li><li><p><a href="https://www.linkedin.com/events/7442336490266738688/?viewAsMember=true">Los 10 cargos que demanda la era de la IA y quien va liderarlos- </a>Mayo 07,2026</p></li><li><p><a href="https://ai.wharton.upenn.edu/ai-and-the-future-of-work-conference-2026/?utm_source=enterpriseaiexecutive.ai&amp;utm_medium=newsletter&amp;utm_campaign=stanford-s-lessons-from-51-deployments">El futuro del trabajo con IA </a>- 20 y 21 de mayo de 2026</p></li><li><p><a href="https://build.microsoft.com/en-US/home?utm_source=enterpriseaiexecutive.ai&amp;utm_medium=newsletter&amp;utm_campaign=stanford-s-lessons-from-51-deployments">Microsoft Build 2026</a> - 2 y 3 de junio de 2026</p></li></ul><div><hr></div><p style="text-align: center;"><strong>EXECUTIVES</strong></p><p>Si lideras el cambio en tu organizaci&#243;n hacia la inteligencia artificial, conoce nuestro programa de<a href="https://evolupedia.com/certificacion-chief-artificial-officer/"> Chief Artificial officer o Director de inteligencia Artificial</a></p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://evolupedia.com/certificacion-chief-artificial-officer/" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9hda!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 424w, https://substackcdn.com/image/fetch/$s_!9hda!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 848w, https://substackcdn.com/image/fetch/$s_!9hda!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 1272w, https://substackcdn.com/image/fetch/$s_!9hda!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!9hda!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png" width="954" height="629" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/fc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:629,&quot;width&quot;:954,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:287847,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://evolupedia.com/certificacion-chief-artificial-officer/&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193831631?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Ffc66d813-be40-4add-9b3b-1bbd193bd945_954x629.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" 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class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Es todo por hoy&#8230; si os gusta esta edici&#243;n de empresas para l&#237;der comp&#225;rtelo con vuestros colegas! os aseguramos que les va encantar lo que viene!</p><p>O suscrib&#237;os si aun no los sois!</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evoluai.substack.com/subscribe?&quot;,&quot;text&quot;:&quot;Suscr&#237;bete ahora&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evoluai.substack.com/subscribe?"><span>Suscr&#237;bete ahora</span></a></p><h3></h3><p><br></p>]]></content:encoded></item><item><title><![CDATA[IA o Caos en la empresa!]]></title><description><![CDATA[Deloitte revela c&#243;mo las empresas escalan la IA antes de 2028.]]></description><link>https://evoluai.substack.com/p/ia-o-caos-en-la-empresa</link><guid isPermaLink="false">https://evoluai.substack.com/p/ia-o-caos-en-la-empresa</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Mon, 06 Apr 2026 13:57:01 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!yNFj!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p><strong>Hola comunidad</strong></p><p>Bienvenidos ejecutivos y profesionales, hoy celebramos nuestra <strong>edici&#243;n especial para empresas de Evolupedia de los lunes</strong>. Si eres l&#237;der de una organizaci&#243;n o quieres impulsar la implementaci&#243;n de IA en tu empresa sin cometer errores, esta edici&#243;n es para ti..</p><p>Tiempo de lectura: 3 minutos!</p><div><hr></div><h3><strong>Reflexi&#243;n de liderazgo </strong></h3><p>Hoy empezamos con una peque&#241;a reflexi&#243;n para ti, que eres l&#237;der, que est&#225;s en el &#225;rea de transformaci&#243;n de tu organizaci&#243;n o simplemente quieres dar el paso para que tu empresa utilice la IA de forma real, no de postureo.</p><p>Como ya sab&#233;is, el 95% de los procesos de adopci&#243;n de IA en empresas falla.</p><p>Y no, no es porque la tecnolog&#237;a no funcione. Es porque la mayor&#237;a de intentos se quedan a medias por tres razones muy concretas:</p><p><strong>1. Falta de estrategia clara</strong> &#8594; pilotos desconectados del negocio, sin m&#233;tricas ni ROI. La IA acaba siendo &#8220;otro proyecto m&#225;s&#8221; sin impacto real.</p><p><strong>2. Cultura y talento</strong> &#8594; equipos sin entrenamiento pr&#225;ctico, uso de &#8220;shadow AI&#8221; sin control y resistencia al cambio.</p><p><strong>3. Gobernanza y seguridad</strong> &#8594; sin lineamientos claros, miedo al leakage de datos y ausencia de patrocinio desde el C-level.</p><p>El resultado: pilotos que nunca llegan a producci&#243;n, experimentos perdidos entre herramientas y empresas frustradas porque no ven impacto real.</p><p>Por eso es clave entender qu&#233; se puede hacer&#8230; y qu&#233; no.</p><p>Como sab&#233;is, hemos lanzado nuestro nuevo cohorte de <strong><a href="https://evolupedia.com/certificacion-chief-artificial-officer/">Chief Artificial Intelligence Officer (CAIO</a>)</strong>. En &#233;l aprender&#225;s frameworks, modelos de implementaci&#243;n y, sobre todo, c&#243;mo liderar la IA para transformar no solo tu &#225;rea, sino toda la organizaci&#243;n.</p><p>Si te interesa, aqu&#237; tienes m&#225;s informaci&#243;n:</p><p><a href="https://evolupedia.com/certificacion-chief-artificial-officer/">https://evolupedia.com/certificacion-chief-artificial-officer/</a><br></p><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://evolupedia.com/certificacion-chief-artificial-officer/" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!5Jsb!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 424w, https://substackcdn.com/image/fetch/$s_!5Jsb!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 848w, https://substackcdn.com/image/fetch/$s_!5Jsb!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 1272w, https://substackcdn.com/image/fetch/$s_!5Jsb!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!5Jsb!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png" width="371" height="174" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:174,&quot;width&quot;:371,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:73699,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://evolupedia.com/certificacion-chief-artificial-officer/&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!5Jsb!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 424w, https://substackcdn.com/image/fetch/$s_!5Jsb!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 848w, https://substackcdn.com/image/fetch/$s_!5Jsb!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 1272w, https://substackcdn.com/image/fetch/$s_!5Jsb!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F7da4e016-16c2-45e3-98a2-8f18c449a653_371x174.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!e6uV!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!e6uV!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png" width="939" height="70" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:70,&quot;width&quot;:939,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:6004,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!e6uV!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!e6uV!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc2bb1e53-5e6f-4cc9-bb55-f6e82c2900ed_939x70.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p><strong>AN&#193;LISIS DE MERCADO</strong></p><h3><a href="https://www.deloitte.com/us/en/insights/topics/technology-management/ai-infrastructure-survey.html?utm_source=">Deloitte revela hacia d&#243;nde va la infraestructura de IA</a></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.deloitte.com/us/en/insights/topics/technology-management/ai-infrastructure-survey.html?utm_source=" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!dIaw!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 424w, https://substackcdn.com/image/fetch/$s_!dIaw!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 848w, https://substackcdn.com/image/fetch/$s_!dIaw!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 1272w, https://substackcdn.com/image/fetch/$s_!dIaw!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!dIaw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp" width="1456" height="1100" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/d35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1100,&quot;width&quot;:1456,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:119104,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/webp&quot;,&quot;href&quot;:&quot;https://www.deloitte.com/us/en/insights/topics/technology-management/ai-infrastructure-survey.html?utm_source=&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!dIaw!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 424w, https://substackcdn.com/image/fetch/$s_!dIaw!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 848w, https://substackcdn.com/image/fetch/$s_!dIaw!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 1272w, https://substackcdn.com/image/fetch/$s_!dIaw!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fd35a1f07-9ae1-47a0-a786-e43425aa538a_2175x1643.webp 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Deloitte encuest&#243; en diciembre de 2025 a <strong>515 l&#237;deres empresariales en Estados Unidos</strong> (directores, ejecutivos senior y miembros de juntas directivas) de compa&#241;&#237;as con <strong>ingresos superiores a 500 millones de d&#243;lares</strong>, con el objetivo de entender c&#243;mo est&#225;n evolucionando las estrategias de infraestructura para inteligencia artificial.</p><h3><strong>Hallazgos clave</strong></h3><ul><li><p><strong>M&#225;s del 70%</strong> de los encuestados planea expandir sus implementaciones de <strong>&#8220;f&#225;bricas de IA&#8221;</strong> e <strong>IA en el borde (edge AI)</strong> antes de 2028, lo que implicar&#237;a <strong>duplicar su adopci&#243;n en apenas tres a&#241;os</strong>.</p></li><li><p>Se proyecta que el porcentaje de empresas con <strong>m&#225;s de 31 casos de uso de IA en producci&#243;n</strong> aumente del <strong>44% en 2025 al 67% en 2028</strong>.</p></li><li><p>Hoy, los <strong>modelos cerrados</strong> siguen siendo los m&#225;s utilizados (<strong>32%</strong>), pero Deloitte anticipa que para 2028 crecer&#225; con fuerza la adopci&#243;n de <strong>modelos derivados y m&#225;s especializados</strong>.</p></li><li><p>En cuanto al consumo, el <strong>37%</strong> de las empresas ya utiliza entre <strong>1.000 y 10.000 millones de tokens al mes</strong>, mientras que un <strong>30%</strong> supera los <strong>10.000 millones de tokens mensuales</strong>.</p></li></ul><p>La demanda de IA empresarial est&#225; creciendo a un ritmo explosivo, pero <strong>escalar estas soluciones sigue siendo costoso, complejo y confuso para muchas organizaciones</strong>. En los pr&#243;ximos a&#241;os, decisiones como <strong>qu&#233; modelos usar, cu&#225;nto consumo de tokens asumir y d&#243;nde ejecutar las cargas de trabajo (nube, edge o h&#237;brido)</strong> definir&#225;n no solo la capacidad tecnol&#243;gica de las empresas, sino tambi&#233;n su sostenibilidad financiera.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!OBzE!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!OBzE!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!OBzE!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F4bc25fbf-4422-40c8-95db-8da2ea21a0d7_939x70.png" width="939" height="70" 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La Gobernanza del Dato: El nuevo motor de la IA Empresarial </h4><p>Esta semana, diversos an&#225;lisis de consultoras como <strong>Stratesys</strong> y <strong>McKinsey</strong> han coincidido en un cambio de paradigma para las empresas: la Inteligencia de Negocio ya no se trata de &#8220;tener herramientas&#8221;, sino de <strong>activar el dato</strong> en tiempo real.</p><h3>Los puntos clave de la semana:</h3><ul><li><p><strong>Del dashboard a la acci&#243;n:</strong> crecen los <strong>agentes de IA</strong> que ejecutan decisiones operativas usando datos de BI.</p></li><li><p><strong>Gobernanza = ventaja competitiva:</strong> muchas empresas no avanzan en IA por <strong>datos sucios.</strong> La gobernanza pas&#243; de IT al escritorio del <strong>CEO</strong>.</p></li><li><p><strong>Power BI evoluciona:</strong> Microsoft impulsa las <strong>&#8220;Narrativas de IA&#8221;</strong>, informes que explican los n&#250;meros autom&#225;ticamente seg&#250;n filtros.</p></li></ul><div><hr></div><blockquote><p><strong>Nota de contexto:</strong> Esta semana tambi&#233;n se destac&#243; que <strong>OpenAI</strong> cerr&#243; una ronda de financiaci&#243;n masiva, lo que indica que el mercado espera una integraci&#243;n a&#250;n m&#225;s profunda de estas herramientas en el flujo de trabajo corporativo para el resto de 2026.</p></blockquote><div><hr></div><p><strong>MEJORES PR&#193;CTICAS DE IA EN LAS ORGANIZACIONES</strong></p><h4><a href="https://www.accenture.com/content/dam/accenture/final/accenture-com/imagery-14/The-age-of-co-intelligence-FINAL-03172026.pdf?utm_source">Inteligencia conjunta Accenture&#8211;Wharto</a></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.accenture.com/content/dam/accenture/final/accenture-com/imagery-14/The-age-of-co-intelligence-FINAL-03172026.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!yNFj!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 424w, https://substackcdn.com/image/fetch/$s_!yNFj!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 848w, https://substackcdn.com/image/fetch/$s_!yNFj!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 1272w, https://substackcdn.com/image/fetch/$s_!yNFj!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!yNFj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png" width="984" height="526" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:526,&quot;width&quot;:984,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:72032,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://www.accenture.com/content/dam/accenture/final/accenture-com/imagery-14/The-age-of-co-intelligence-FINAL-03172026.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/193074764?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!yNFj!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 424w, https://substackcdn.com/image/fetch/$s_!yNFj!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 848w, https://substackcdn.com/image/fetch/$s_!yNFj!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 1272w, https://substackcdn.com/image/fetch/$s_!yNFj!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc5b98487-b682-4f90-b5b2-bce2feabef2b_984x526.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Accenture y Wharton publicaron <strong>&#8220;La era de la cointeligencia&#8221;</strong>, un informe de 43 p&#225;ginas que analiza c&#243;mo la <strong>colaboraci&#243;n entre humanos e IA</strong> est&#225; transformando la creaci&#243;n de valor en la econom&#237;a, la fuerza laboral y la sociedad.</p><h3><strong>Puntos clave</strong></h3><ul><li><p><strong>Productividad + innovaci&#243;n:</strong> La IA no solo aumenta la eficiencia, sino que permite <strong>reorientar la capacidad humana hacia la innovaci&#243;n y el crecimiento</strong>.</p></li><li><p><strong>De roles a habilidades:</strong> El <strong>&#205;ndice de Habilidades Wharton&#8211;Accenture</strong> muestra c&#243;mo los empleos evolucionan de roles est&#225;ticos a conjuntos de habilidades con valor econ&#243;mico medible.</p></li><li><p><strong>Gesti&#243;n alineada:</strong> Las empresas deben <strong>redise&#241;ar roles</strong> alrededor de fortalezas humanas mientras la IA potencia la ejecuci&#243;n.</p></li><li><p><strong>Responsabilidad humana:</strong> A pesar de la inteligencia de los sistemas, <strong>la rendici&#243;n de cuentas sigue siendo responsabilidad de las personas</strong>.</p></li></ul><h3><strong>Por qu&#233; importa</strong></h3><p>El liderazgo actual requiere <strong>apuntar la capacidad ampliada por la IA hacia la creaci&#243;n de valor</strong>. La IA acelera an&#225;lisis, decisiones y entregas, pero la ventaja competitiva proviene de <strong>usar esa capacidad para reinventar procesos, roles y negocios</strong>.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!Bo2f!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1272w, https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!Bo2f!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F32192050-768c-4cb0-ab6b-1d18452f7872_939x70.png" width="939" height="70" 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loading="lazy"></picture><div></div></div></a></figure></div><ul><li><p><strong><a href="https://openai.com/index/accelerating-the-next-phase-ai/?utm_source">OpenAI</a></strong><a href="https://openai.com/index/accelerating-the-next-phase-ai/?utm_source=enterpriseaiexecutive.ai&amp;utm_medium=newsletter&amp;utm_campaign=deloitte-s-inaugural-515-leader-ai-survey"> </a>levant&#243; <strong>$122.000 millones</strong> en financiaci&#243;n, con una valoraci&#243;n r&#233;cord de <strong>$852.000 millones</strong>, y anunci&#243; planes para crear una <strong>superaplicaci&#243;n de IA unificada</strong>.</p></li><li><p><strong><a href="https://code.claude.com/docs/en/computer-use?utm_source">Anthropic</a></strong><a href="https://code.claude.com/docs/en/computer-use?utm_source=enterpriseaiexecutive.ai&amp;utm_medium=newsletter&amp;utm_campaign=deloitte-s-inaugural-515-leader-ai-survey"> </a>lanz&#243; <strong>Claude Code con capacidad de computaci&#243;n</strong>, permitiendo a la IA abrir apps, navegar interfaces y verificar visualmente sus propias compilaciones desde la terminal.</p></li><li><p><strong><a href="https://techcommunity.microsoft.com/blog/microsoft365copilotblog/introducing-multi-model-intelligence-in-researcher/4506011?utm_source">Microsoft</a></strong> present&#243; <strong>Critique and Council</strong>, convirtiendo a <strong>Copilot Researcher</strong> en un sistema multimodelos capaz de revisar informes y comparar resultados autom&#225;ticamente.</p></li><li><p><strong><a href="https://x.com/Fried_rice/status/2038894956459290963?utm_source=">Anthropic</a></strong> filtr&#243; accidentalmente el c&#243;digo fuente de Claude Code en un registro p&#250;blico, exponiendo m&#225;s de <strong>500.000 l&#237;neas de c&#243;digo</strong>, pocos d&#237;as despu&#233;s de la filtraci&#243;n de su modelo <strong>Mythos</strong>.</p></li></ul><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!4IWQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!4IWQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 424w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 848w, https://substackcdn.com/image/fetch/$s_!4IWQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Feafa62eb-2b06-4dd8-abb0-76d967fa4d21_939x70.png 1272w, 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loading="lazy"></picture><div></div></div></a></figure></div><p><strong>Oportunidades de carrera</strong></p><ul><li><p><a href="https://www.linkedin.com/jobs/view/4384829897/?alternateChannel=search&amp;eBP=CwEAAAGdU9W5upj4Px9-3cUZtB3jOO7eTCE7iEb26-ScwAnymLAql0xGC9UGaiZggJqR-w3_o0zulL6rbpCgKsaDIDYAMCWt0jPaBRRZ5ScF4i1vFkwXbxZgcLe3awEGMTgjoZjCW9rAGmUPYSpnPdftQ4dMvYxSlXMROBvuCtD6EgLHYwUOMYgscgBn09Em9Clz4NlOEg1UqeIYNQx7tGLOIrg6t4NxTFSuSAb-aBgw09c9cbbGRnpX733rLSCAYQNKaK7SaRctuyEAiSMeAsR18jc8j9n3F8MocDF4GVdV4Ou4kpdzzTGB4ND6dGZewzgzd5uh5j2kcgD-RG4C0_fnxIH49wYzSJIQQFbI68cTdFQf5pmJoIxQx0o38oslx7uFyC21nFdWN788aUDshVPmPkZPT9HGt3J2-ubmDEL2kd7FbGn8ZVxt3k_hZ6nAfbwphAh9G42U70kKgHiVbMVMxGCI94t2bS0tefSRk7D-gv69rXWlmGqNTpL67VlzkhFxEecPEHOKSl9oPxebB60j35iK-G6meedhZtygbbXrRA&amp;trk=d_flagship3_search_srp_jobs&amp;refId=O9ESKKBs7%2Ft%2FkuMJ2x141A%3D%3D&amp;trackingId=8nE%2FnY1%2FnJDFYUMIDNuSyA%3D%3D">Responsable de Desarrollo de Inteligencia Artificial </a>Espa&#241;a </p></li><li><p><a href="https://www.linkedin.com/jobs/view/4374170854/?alternateChannel=search&amp;eBP=CwEAAAGdU9bkUZELBPT802m9FD8laLV3J9ia6idBBpIow5UhG0QmoiaFZ9evcujJeTZyPxdZBwBqiwR3YMUoZ9X4NbpJsmxcLZs7ayDrnzmPAEaV5twLWC7bymECCtDQbpSzKrVmjfcv9VyB7lJoYJSaYHc4MmUTXfiaWFrwtSJlg_Bx8y6Knz7R1LeYm6BgOE3z0zbCukmA90ncoeiTArKX00jC67MxiZ6Vp9J1TfOiy56ocWcAXhlO3NH-NboiiNR3XI__GcyeRUXzIEqWvip-NleXJiTgZTpSdChQ0xBpTxiSydKY8-bx7ITtD4LlpeBlQTE0OYF-da1GYIs6DlqWQs0a97DmLWHOB4Zc42ACTkYdDWrf30gVD9_uWQj24MobhnWv53kpz1Erk2iEW6su9KZGZYWbObu-K_zk5Q6Hms4ai-W8ZNzywsrmwhu4l55RRm1wSprnA-TXXqoPmUvLhA0opjaJuoM3jntVupt3Fi3_sCHkQj1iHybXCK6PmPYzMBXefM3RNSrJJkdj1xZQ6QENDI9jTnRPP7N-EXe7eg&amp;trk=d_flagship3_search_srp_jobs&amp;refId=hTyN99G%2FJG3tgTfQfTZqCw%3D%3D&amp;trackingId=77TftAh%2Bb2crfnhjzD50cw%3D%3D">Experto en Agentes Conversacionales IA - Data &amp; IA</a> ESPA&#209;A</p></li><li><p><a href="https://www.linkedin.com/jobs/view/4388361016/?alternateChannel=search&amp;eBP=CwEAAAGdU9bkUU-Qkn8iE_L6XAYOaJ7KjVZYVl6gJkWythHwYvNcjuV7oW-bjDX3BhLxslZfPVCbi4sCDHXqu3y0DHlqUlQk7b_YFBMRyPT6pybJ36W3ByS7G1jZ6EBHThvDhSqOBevqNJ2d2UyKo_rOZzYbxmVByWWKTy7aG0odYQokOlcZO5x6MFGOUhm2tKNSkbHQ6qLLrBAcVcM1NGBPR6vqhUj28lszttaclcbyAcA10dcTIqexLQPiAn8dTC4AMdGyzeTT5CvrgulEN6Q0dUOPZzW938hIPST_n77PaY16yc-yhJPtou8NPK_Lsxlm9Cj1uuuM2E6M1dQaNyRWpr4LrQAd8wv_nLJq9gjm7IFNE97j3eau0GfF50Co1bfc8lgIPph46WcLfq3ukIkAA57U_ywY0qOlGNi4BJKwKXs23Bwc6ZN9TzfgpFRZnYzKZ9REXr3WsxnUtWjU0RKKqXIBnp1vaHdk0crVWTamI5ub9NpPut4vwmOKBetZwK4gWpyQtFzy_QM3o2aQnla3YXzbklfRdys1gdgHRuM&amp;trk=d_flagship3_search_srp_jobs&amp;refId=hTyN99G%2FJG3tgTfQfTZqCw%3D%3D&amp;trackingId=AnwhHV0GdtQSod9qdHDTyQ%3D%3D">AI STRATEGY &amp; TRANSFORMATION</a> Espa&#241;a </p><p></p></li></ul><div><hr></div><p><strong>Eventos</strong></p><ul><li><p><a href="https://academy.openai.com/home/clubs/work-users-ynjqu/events/chatgpt-for-work-101-a-guide-to-your-ai-superassistant-emea-pgl9n3rfcx?">OpenAI</a> ChatGPT for Work - Abril 8, 2026</p></li><li><p><a href="https://www.leadersinaisummit.com/nyc?">Leader in AI summit</a> -Abril 21-22, 2026</p></li><li><p><a href="https://www.googlecloudevents.com/next-vegas?">Google Cloude next</a>-Abril 22-24, 2026</p></li><li><p><a href="https://www.youtube.com/watch?v=VpMfUu8hMZ8">Curso de IA en Claude Gratis</a> 16-17-18 Abril,2026</p></li><li><p><a href="https://www.linkedin.com/events/7442336490266738688/?viewAsMember=true">Los 10 cargos que demanda la era de la IA y quien va liderarlos- </a>Mayo 07,2026</p></li></ul><div><hr></div><p>Y si llegaste hasta aqu&#237; y eres lider de una empresa esto te interesa </p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://www.linkedin.com/posts/henryjimenezarias_si-eres-l%C3%ADder-de-empresa-esto-os-interesa-activity-7446826430656745472-PQ5w?utm_source=share&amp;utm_medium=member_desktop&amp;rcm=ACoAAAsqQ-UBDDoVVgVklUPzsEz7S6iUr2Ayu2s" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!kb9H!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8266d44a-da5b-417b-89ec-fd1d3471b64a_1280x1844.jpeg 424w, https://substackcdn.com/image/fetch/$s_!kb9H!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F8266d44a-da5b-417b-89ec-fd1d3471b64a_1280x1844.jpeg 848w, 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Es todo por hoy&#8230; si os gusta esta edici&#243;n de empresas para l&#237;der comp&#225;rtelo con vuestros colegas! os aseguramos que les va encantar lo que viene! </p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evoluai.substack.com/p/gobiernos-vs-ia?utm_source=substack&amp;utm_medium=email&amp;utm_content=share&amp;action=share&amp;token=eyJ1c2VyX2lkIjoyMjE0OTc1MywicG9zdF9pZCI6MTkxMTU5MzY2LCJpYXQiOjE3NzUyMjU5MjQsImV4cCI6MTc3NzgxNzkyNCwiaXNzIjoicHViLTE1MDE0MjUiLCJzdWIiOiJwb3N0LXJlYWN0aW9uIn0.kR8h7cTB_sYtEcmBJrTm_UJ0xjx8aMUEyD5n7z_72Bk&quot;,&quot;text&quot;:&quot;Compartir&quot;,&quot;action&quot;:null,&quot;class&quot;:&quot;button-wrapper&quot;}" data-component-name="ButtonCreateButton"><a class="button primary button-wrapper" href="https://evoluai.substack.com/p/gobiernos-vs-ia?utm_source=substack&amp;utm_medium=email&amp;utm_content=share&amp;action=share&amp;token=eyJ1c2VyX2lkIjoyMjE0OTc1MywicG9zdF9pZCI6MTkxMTU5MzY2LCJpYXQiOjE3NzUyMjU5MjQsImV4cCI6MTc3NzgxNzkyNCwiaXNzIjoicHViLTE1MDE0MjUiLCJzdWIiOiJwb3N0LXJlYWN0aW9uIn0.kR8h7cTB_sYtEcmBJrTm_UJ0xjx8aMUEyD5n7z_72Bk"><span>Compartir</span></a></p><div><hr></div>]]></content:encoded></item><item><title><![CDATA[Gobiernos vs IA.]]></title><description><![CDATA[Los gobiernos quieren auditar modelos en tiempo real y la responsabilidad legal ya apunta directo a las empresas.]]></description><link>https://evoluai.substack.com/p/gobiernos-vs-ia</link><guid isPermaLink="false">https://evoluai.substack.com/p/gobiernos-vs-ia</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Mon, 30 Mar 2026 20:32:08 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!5O0e!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Bienvenidos ejecutivos y profesionales, hoy celebramos nuestra <strong>edici&#243;n especial para empresas de Evolupedia de los lunes</strong>. Si eres l&#237;der de una organizaci&#243;n o quieres impulsar la implementaci&#243;n de IA en tu empresa sin cometer errores, esta edici&#243;n es para ti.. </p><p>Hoy la &#233;tica en la IA ya no es un tema t&#233;cnico: <strong>es un tema de reputaci&#243;n, regulaci&#243;n y supervivencia empresarial.</strong></p><p><strong>Vamos a ellos!!</strong></p><div><hr></div><h4><strong><a href="https://evolupedia.com/blog/etica-en-la-ia-empresarial/">&#201;tica en la IA Empresarial o Ruina Reputacional</a></strong></h4><p>La IA no es objetiva: si los datos tienen prejuicios, los modelos los replican y los amplifican. Esto puede generar discriminaci&#243;n en procesos cr&#237;ticos como selecci&#243;n de personal o aprobaci&#243;n de cr&#233;ditos.</p><p>Con la implementaci&#243;n de la <strong>AI Act de la Uni&#243;n Europea</strong>, estos errores ya no ser&#225;n fallos t&#233;cnicos, sino infracciones de <strong>alto riesgo</strong>, con multas de hasta el <strong>7% de la facturaci&#243;n global anual</strong>.</p><p>La &#233;tica no frena la innovaci&#243;n: la protege. Para escalar sin riesgos se requiere <strong>&#201;tica por Dise&#241;o</strong>, supervisi&#243;n humana (<strong>Human-in-the-Loop</strong>) y transparencia mediante <strong>IA Explicable (XAI)</strong>.</p><p>&#128073; <em>He preparado una gu&#237;a profunda donde desmonto los sesgos cr&#237;ticos que amenazan a tu empresa y te doy la hoja de ruta exacta para crear una matriz de gobernanza. L&#233;elo ahora</em></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evolupedia.com/blog/etica-en-la-ia-empresarial/&quot;,&quot;text&quot;:&quot;&#201;tica en la IA empresarial&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evolupedia.com/blog/etica-en-la-ia-empresarial/"><span>&#201;tica en la IA empresarial</span></a></p><div><hr></div><h3>&#128640; Lidera la era de los agentes aut&#243;nomos</h3><p>Gestionar agentes de IA y proteger los datos de la empresa ya no es opcional: es el trabajo de el l&#237;der de inteligencia artificial que debe estar en vuestra organizaci&#243;n. </p><p>Sin un L&#237;der, tu empresa no innova&#8230; <strong>juega a la ruleta rusa con su informaci&#243;n</strong>.</p><p>La demanda es brutal: a nuestro fundador le ofrecieron <strong>200.000&#8364; al a&#241;o</strong> por un puesto de l&#237;der de inteligencia artificial  y los reclutadores fueron claros: <em>&#8220;No hay gente preparada&#8221;</em> una cosa es la t&#233;cnica otra cosa la estrategia</p><p>Prep&#225;rate para liderar! en nuestra Edici&#243;n exclusiva de transformaci&#243;n! adem&#225;s pertenecer&#225;s al club de lideres de inteligencia artificial que estamos creando!</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!-65t!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!-65t!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg 424w, 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data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/b4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:435,&quot;width&quot;:1100,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:null,&quot;alt&quot;:&quot;&quot;,&quot;title&quot;:&quot;&quot;,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" title="" srcset="https://substackcdn.com/image/fetch/$s_!-65t!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg 424w, https://substackcdn.com/image/fetch/$s_!-65t!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg 848w, https://substackcdn.com/image/fetch/$s_!-65t!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!-65t!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fb4c48ec0-d0ba-4682-b12b-1423faf223f8_1100x435.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div><hr></div><h4>&#127970; <strong>ZONA EMPRESA: <a href="https://www.ibm.com/downloads/documents/us-en/15db1aa4dab5ac54?utm_source=">IA Empresarial: C&#243;mo garantizar la seguridad a gran escala</a></strong></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!5O0e!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!5O0e!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 424w, https://substackcdn.com/image/fetch/$s_!5O0e!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 848w, https://substackcdn.com/image/fetch/$s_!5O0e!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 1272w, https://substackcdn.com/image/fetch/$s_!5O0e!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!5O0e!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png" width="1126" height="630" 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srcset="https://substackcdn.com/image/fetch/$s_!5O0e!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 424w, https://substackcdn.com/image/fetch/$s_!5O0e!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 848w, https://substackcdn.com/image/fetch/$s_!5O0e!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 1272w, https://substackcdn.com/image/fetch/$s_!5O0e!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe87da3e2-254e-4d06-a02f-10075482ec12_1126x630.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>IBM y Palo Alto Networks han analizado la visi&#243;n de 1,000 altos ejecutivos en un informe de 40 p&#225;ginas. El objetivo: entender c&#243;mo las organizaciones protegen sus ecosistemas de IA y c&#243;mo utilizan esta misma tecnolog&#237;a para blindar su ciberseguridad.</p><h3><strong>Puntos Clave</strong></h3><ul><li><p><strong>Riesgo real:</strong> El <strong>61%</strong> de las empresas ya ha sufrido brechas en sus activos o modelos de IA.</p></li><li><p><strong>Desfase t&#225;ctico:</strong> Las amenazas de IA evolucionan m&#225;s r&#225;pido que las defensas tradicionales.</p></li><li><p><strong>Prioridad t&#233;cnica:</strong> El <strong>80%</strong> de los l&#237;deres exige integrar la nube h&#237;brida con la seguridad para escalar con confianza.</p></li><li><p><strong>Madurez operativa:</strong> Solo el <strong>24%</strong> logra una integraci&#243;n total mediante gobernanza avanzada y gesti&#243;n de riesgos.</p></li></ul><p>Escalar la IA de forma segura no es solo un reto t&#233;cnico, sino estrat&#233;gico. El &#233;xito depende de cuatro pilares: una <strong>gobernanza f&#233;rrea</strong> de los activos, <strong>operaciones integradas</strong> que prioricen la IA, una gesti&#243;n avanzada de la <strong>exposici&#243;n al riesgo</strong> y un <strong>ecosistema de seguridad</strong> totalmente alineado con los objetivos del negocio.</p><div><hr></div><h4>&#128293; <strong>LA NOTICIA DE LA SEMANA: Pacto de Seguridad de Modelos Fronterizos (Marzo 2026)</strong></h4><p>Esta semana, los principales laboratorios de IA en San Francisco y Londres firmieron un acuerdo con el Instituto de Seguridad de IA del Reino Unido para permitir <strong>auditor&#237;as externas en tiempo real</strong> antes de lanzar modelos masivos.</p><p><strong>Los puntos m&#225;s pol&#233;micos:</strong></p><ul><li><p><strong>Acceso al &#8220;cerebro&#8221; del modelo:</strong> gobiernos podr&#237;an revisar los <strong>pesos</strong> para detectar capacidades peligrosas, como creaci&#243;n de c&#243;digo para ciberataques.</p></li><li><p><strong>Choque con el Open Source:</strong> comunidades en Francia y Alemania denuncian que esto beneficia a grandes corporaciones y frena la democratizaci&#243;n tecnol&#243;gica.</p></li><li><p><strong>Responsabilidad legal ampliada:</strong> en California avanza una ley para demandar a empresas de IA incluso si el da&#241;o fue causado por un tercero.</p></li></ul><p><strong>&#191;Por qu&#233; es tendencia?</strong><br>Porque surge un debate clave: con IAs cada vez m&#225;s aut&#243;nomas, &#191;deber&#237;a existir un <strong>&#8220;bot&#243;n de p&#225;nico&#8221; universal</strong> que el gobierno pueda activar si detecta riesgos graves, como sesgos que afecten mercados financieros?</p><div id="youtube2-l8KoECq_zz0" class="youtube-wrap" data-attrs="{&quot;videoId&quot;:&quot;l8KoECq_zz0&quot;,&quot;startTime&quot;:null,&quot;endTime&quot;:null}" data-component-name="Youtube2ToDOM"><div class="youtube-inner"><iframe src="https://www.youtube-nocookie.com/embed/l8KoECq_zz0?rel=0&amp;autoplay=0&amp;showinfo=0&amp;enablejsapi=0" frameborder="0" loading="lazy" gesture="media" allow="autoplay; fullscreen" allowautoplay="true" allowfullscreen="true" width="728" height="409"></iframe></div></div><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!FUPQ!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!FUPQ!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 424w, https://substackcdn.com/image/fetch/$s_!FUPQ!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 848w, https://substackcdn.com/image/fetch/$s_!FUPQ!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 1272w, https://substackcdn.com/image/fetch/$s_!FUPQ!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!FUPQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png" width="756" height="44" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/c3e8c307-64ff-4612-87f9-841b844ca276_756x44.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:44,&quot;width&quot;:756,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:7232,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/191159366?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!FUPQ!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 424w, https://substackcdn.com/image/fetch/$s_!FUPQ!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 848w, https://substackcdn.com/image/fetch/$s_!FUPQ!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 1272w, https://substackcdn.com/image/fetch/$s_!FUPQ!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fc3e8c307-64ff-4612-87f9-841b844ca276_756x44.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><h4><strong>Anthropic analiz&#243; 2 millones de conversaciones con IA</strong></h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://cdn.sanity.io/files/4zrzovbb/website/4053bf3440c0c85b8852052770c5b4cf882689c3.pdf?utm_source" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!JOZF!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 424w, https://substackcdn.com/image/fetch/$s_!JOZF!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 848w, https://substackcdn.com/image/fetch/$s_!JOZF!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 1272w, https://substackcdn.com/image/fetch/$s_!JOZF!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!JOZF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png" width="729" height="328" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:328,&quot;width&quot;:729,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:49537,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://cdn.sanity.io/files/4zrzovbb/website/4053bf3440c0c85b8852052770c5b4cf882689c3.pdf?utm_source&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/191159366?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!JOZF!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 424w, https://substackcdn.com/image/fetch/$s_!JOZF!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 848w, https://substackcdn.com/image/fetch/$s_!JOZF!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 1272w, https://substackcdn.com/image/fetch/$s_!JOZF!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F018e4799-8bfd-45a9-ba1d-e17c3670fe62_729x328.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p> El <em>Anthropic Economic Index</em> estudi&#243; el uso de Claude. &#191;Qu&#233; es? </p><p>El <em>Anthropic Economic Index</em> monitorea c&#243;mo se utiliza Claude en el trabajo y en la econom&#237;a en general. En su informe m&#225;s reciente, basada en <strong>dos millones de conversaciones</strong> realizadas a trav&#233;s de la app y la API de Claude., analiza <strong>2 millones de conversaciones</strong> (app + API) para entender c&#243;mo se est&#225; usando la IA en el trabajo.</p><p><strong>Claves del informe:</strong></p><ul><li><p>La <strong>programaci&#243;n</strong> se est&#225; moviendo de la app hacia un uso m&#225;s <strong>automatizado v&#237;a API</strong>.</p></li><li><p>El uso de la app <strong>baj&#243;</strong>: las 10 tareas principales pasaron de representar <strong>24% (noviembre)</strong> a <strong>19% (febrero)</strong>.</p></li><li><p>El <strong>49% de los empleos</strong> ya ha usado Claude para ejecutar al menos <strong>25% de sus tareas</strong>.</p></li><li><p>Aumentan los casos de uso simples, por lo que el <strong>valor promedio del trabajo</strong> en la app cay&#243; ligeramente.</p></li></ul><p><strong>Por qu&#233; importa:</strong> Claude sigue concentr&#225;ndose en tareas complejas, pero su adopci&#243;n est&#225; expandi&#233;ndose hacia trabajos m&#225;s cotidianos. Mientras la app pierde valor promedio, la API lo incrementa, <strong>se&#241;al de que el uso empresarial est&#225; creciendo.</strong></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://cdn.sanity.io/files/4zrzovbb/website/4053bf3440c0c85b8852052770c5b4cf882689c3.pdf?utm_source&quot;,&quot;text&quot;:&quot;Conoce mas aqu&#237;&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://cdn.sanity.io/files/4zrzovbb/website/4053bf3440c0c85b8852052770c5b4cf882689c3.pdf?utm_source"><span>Conoce mas aqu&#237;</span></a></p><div><hr></div><h4>&#191;Humano o Inteligencia Artificial?</h4><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!9wKM!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!9wKM!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 424w, https://substackcdn.com/image/fetch/$s_!9wKM!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 848w, https://substackcdn.com/image/fetch/$s_!9wKM!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 1272w, https://substackcdn.com/image/fetch/$s_!9wKM!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!9wKM!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png" width="598" height="396.175" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:265,&quot;width&quot;:400,&quot;resizeWidth&quot;:598,&quot;bytes&quot;:227300,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/191159366?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!9wKM!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 424w, https://substackcdn.com/image/fetch/$s_!9wKM!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 848w, https://substackcdn.com/image/fetch/$s_!9wKM!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 1272w, https://substackcdn.com/image/fetch/$s_!9wKM!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F2ac080cc-f9c2-4c1f-95c4-e5a373870ed5_400x265.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><div class="poll-embed" data-attrs="{&quot;id&quot;:474882}" data-component-name="PollToDOM"></div><p>&#191;Puedes distinguir entre arte humano y arte creado por IA?</p><div><hr></div><h3>&#128640; La imagen empresarial de la semana!</h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!mQYc!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75cb21e5-35e2-4756-9234-3b50cef7dcc7_2048x1117.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!mQYc!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75cb21e5-35e2-4756-9234-3b50cef7dcc7_2048x1117.jpeg 424w, https://substackcdn.com/image/fetch/$s_!mQYc!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75cb21e5-35e2-4756-9234-3b50cef7dcc7_2048x1117.jpeg 848w, https://substackcdn.com/image/fetch/$s_!mQYc!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75cb21e5-35e2-4756-9234-3b50cef7dcc7_2048x1117.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!mQYc!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F75cb21e5-35e2-4756-9234-3b50cef7dcc7_2048x1117.jpeg 1456w" sizes="100vw"><img 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class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>Esa es la cruda realidad del mercado. Los proyectos de Inteligencia Artificial son la tormenta perfecta de optimismo desmedido y alcances difusos.</p><p>Sobre el papel, el plan es limpio. Pero cuando bajas al barro de la realidad operativa, te comes el laberinto entero:</p><p>&#10060; Los datos que os dijeron que estaban &#8220;listos&#8221; son un caos inmanejable.</p><p>&#10060; Legal y Seguridad frenan el proyecto en seco (y con raz&#243;n, para evitar demandas).</p><p>&#10060; El modelo funciona... &#8220;m&#225;s o menos&#8221;, y hay que rehacer el flujo.</p><p>&#10060; Aparecen casos de uso nuevos cada semana que desenfocan al equipo.</p><p>&#10060; Direcci&#243;n empieza a exigir un ROI que nadie sabe demostrar.</p><p>&#129521; El golpe final: Logr&#225;is lanzarlo, y el equipo de negocio no est&#225; preparado (ni quiere) usarlo.</p><div><hr></div><div class="captioned-image-container"><figure><a class="image-link image2" target="_blank" href="https://substackcdn.com/image/fetch/$s_!H_T0!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!H_T0!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 424w, https://substackcdn.com/image/fetch/$s_!H_T0!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 848w, https://substackcdn.com/image/fetch/$s_!H_T0!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 1272w, https://substackcdn.com/image/fetch/$s_!H_T0!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!H_T0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png" width="884" height="50" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/a0dd8788-830d-4469-a854-928b29f317e6_884x50.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:50,&quot;width&quot;:884,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:4383,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/191159366?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!H_T0!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 424w, https://substackcdn.com/image/fetch/$s_!H_T0!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 848w, https://substackcdn.com/image/fetch/$s_!H_T0!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 1272w, https://substackcdn.com/image/fetch/$s_!H_T0!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fa0dd8788-830d-4469-a854-928b29f317e6_884x50.png 1456w" sizes="100vw" loading="lazy"></picture><div></div></div></a></figure></div><p>Nueva secci&#243;n </p><p>En nuestra edici&#243;n de empresa tendremos una nueva secci&#243;n para todos vosotros. <strong>Carreras y eventos de IA &amp; Rob&#243;tica</strong> </p><p><strong>Oportunidades de carrera</strong></p><p><a href="https://www.linkedin.com/jobs/view/4348272379/?alternateChannel=search&amp;eBP=CwEAAAGdQDOTpa-VYCwdGIAfHr3QqTShT-vry4iAy4zBTP_D3ZqoCXXcmGBaaW94t6mmDjK0gOJaW8Ii76p8KdUu43D2xRyPH7vI7aRfmIcEGdK-qVadDL5zclrZ_hMdm7hdtD4kbm6RjxAnEYFBl7OyoeW3jSw9D8ePRs9t0wSU81ikwpGGzhwIYVjUzS8wAjmTuCMX4-8SJmigzbuT-IUJPgzCEkr1QsclzIVt6Jul4-kxz-h-GO7r0BumitEFlHmUIQOQaetufcfDYfiNTkhxdCOXlLc-_YphJkgtopwB_0PGXBmt5hiVF4aFv142TTHsKGcSLS-wjEvVBGPw-Ur78lmf286tb6XWWZcXsGv__SPiPmFzXVsimLOxIuLUdZwMeTurjKS13JkMKrpCGV2DI8lI5hPjzoBVVMJ-t3JkfuifdToja2U95tog19H4oTzTtXCYkhQwu0iVqcIVBysGrw_DDd91Ry133n_H49FUrhlF-Fm9uamR-zwXCmeu7LOICVYv0mfiChffY3L0NIDYSYCYmn3BFTE9QCb7cC0_-g&amp;trk=d_flagship3_search_srp_jobs&amp;refId=%2FNOItxr%2Bc0n0ONqVQg%2BQbA%3D%3D&amp;trackingId=zJs3sIm4Y2QuIyVTJfDR%2Bw%3D%3D">Director/a inteligencia artificial- CAIO</a> Espa&#241;a-KPMG</p><p><a href="https://www.linkedin.com/jobs/view/4384829897/?alternateChannel=search&amp;eBP=CwEAAAGdQDOTpq__wazS_pPPapGRJE81P2Vm2r8i9x05A6mPe1rksZWprwhW_hIdX1G2NqS3lIg4Z2bZTjc85PuB6aP06qDS9GQl8d7PirEfTKMI5lZxyNWHPXKxTKc4IHjo7g4Gm423tzpOkHwoF_380WaAgs-0nAUb5K1UENBQA4qNiaTq4NynUbwrp23Dkavl8fTdkSL0vCkFHJeIV9bNpC0DRcUVab2QF0SjwCoK4VzWozrwnR14NoClVYj9jIJRfrIpUNlosvh1Pf5GllCt1RFZ7VgTtal0ozb7WFFu1kb37kNsphd5HpPL36EV2U7KZ3-pnsb8YZNqGkKq5qkl2suoLwC0tX6i3nR75ILh5Lzu8pwOYksFkzjVg-JfeekUc28GGYX1l3wD5pSKDlvs6iH_VrxniFVAWMtd2ULTkYjp00mZFJmrkKR5kk7TdYS3CHr-Q99UN1ZqnFb2DkCJA2A98EfwZ0o6GHrbJ6MNIdhbL41f1Kne8poT01DtZBvo9ioPuU5LzoPau6PIHGYKY26DkWNu3rS-2Kn27GI&amp;trk=d_flagship3_search_srp_jobs&amp;refId=%2FNOItxr%2Bc0n0ONqVQg%2BQbA%3D%3D&amp;trackingId=eSFCZFf03BF1pPmmjoEJCw%3D%3D">Responsable de desarrollo de inteligencia artificial</a>-AXA ESPA&#209;A</p><p><a href="https://jobs.us.pwc.com/job/-/-/932/92384439616?">Responsible AI Director</a> PWC</p><p><a href="https://jobs.lever.co/shieldai/cae204d5-161e-49b2-8638-c8bedee14a18/?">Vp, AI and digital workplace </a>Shield AI </p><p><a href="https://www.linkedin.com/jobs/view/4385052923/?alternateChannel=search&amp;eBP=NON_CHARGEABLE_CHANNEL&amp;trk=d_flagship3_search_srp_jobs&amp;refId=3ucgitazjojNu21J3r2l6g%3D%3D&amp;trackingId=f9rzJXTt%2B3TRg3o8IYiCpg%3D%3D">Gerente de inteligencia Artificial</a>-Mexico</p><div><hr></div><p><strong>Eventos</strong></p><p><a href="https://academy.openai.com/home/clubs/work-users-ynjqu/events/chatgpt-for-work-101-a-guide-to-your-ai-superassistant-emea-pgl9n3rfcx?">OpenAI</a> ChatGPT for Work - Abril 8, 2026</p><p><a href="https://www.leadersinaisummit.com/nyc?">Leader in AI summit</a> -Abril 21-22, 2026</p><p><a href="https://www.googlecloudevents.com/next-vegas?">Google Cloude next</a>-Abril 22-24, 2026</p><p><a href="https://www.youtube.com/watch?v=VpMfUu8hMZ8">Curso de IA en Claude Gratis</a> 16-17-18 Abril,2026</p><p><a href="https://www.linkedin.com/events/7442336490266738688/?viewAsMember=true">Los 10 cargos que demanda la era de la IA y quien va liderarlos- </a>Mayo 07,2026</p><div><hr></div><p>Si os gusto esta edici&#243;n </p><p>Compartela con tus colegas!</p><p></p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evoluai.substack.com/p/gobiernos-vs-ia?utm_source=substack&utm_medium=email&utm_content=share&action=share&quot;,&quot;text&quot;:&quot;Compartir&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evoluai.substack.com/p/gobiernos-vs-ia?utm_source=substack&utm_medium=email&utm_content=share&action=share"><span>Compartir</span></a></p><p>Buena semana santa!</p><p><strong>Team<a href="https://evolupedia.com/"> Evolupedia</a></strong></p>]]></content:encoded></item><item><title><![CDATA[SEMANA DE LA IA EJECUTIVA · Día 5]]></title><description><![CDATA[Hola comunidad,]]></description><link>https://evoluai.substack.com/p/semana-de-la-ia-ejecutiva-dia-5</link><guid isPermaLink="false">https://evoluai.substack.com/p/semana-de-la-ia-ejecutiva-dia-5</guid><dc:creator><![CDATA[Henry]]></dc:creator><pubDate>Fri, 20 Mar 2026 09:05:51 GMT</pubDate><enclosure url="https://substackcdn.com/image/fetch/$s_!5pzG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg" length="0" type="image/jpeg"/><content:encoded><![CDATA[<p>Hola comunidad,</p><p>Ayer te hice tres preguntas.</p><p>Si las tres <strong>fueron s&#237;</strong>, hoy te cuento qu&#233; existe para dar ese paso de forma estructurada, con las personas que ya lo est&#225;n haciendo y con una credencial que convierte lo que ya sabes en autoridad real dentro de tu organizaci&#243;n.</p><p>Antes de entrar al programa, quiero responder la pregunta que m&#225;s me hacen.</p><p>&#8220;Henry, &#191;para qu&#233; me certifico si puedo aprender solo?&#8221;</p><p>Puedes aprender a cocinar viendo YouTube. Pero si abres un restaurante, necesitas el carnet de manipulador de alimentos. No porque el carnet te ense&#241;e a cocinar mejor &#8212; sino porque es lo que le dice al mundo que sabes lo que haces.</p><p>Con la IA pasa algo parecido pero m&#225;s importante.</p><p>Cuando propones en tu empresa implementar una estrategia de IA, reorganizar procesos o asignar presupuesto &#8212; alguien tiene que decidir si te da el mandato para hacerlo. Ese alguien puede ser tu director general, el due&#241;o o los socios.</p><p>Y esa persona no te va a dar autoridad porque hayas visto cursos en internet. Te la va a dar porque demuestras que sabes lo que est&#225;s haciendo &#8212; con criterio, con estructura y con respaldo de profesionales que lo hacen en organizaciones reales.</p><p>La certificaci&#243;n no es el aprendizaje. Es la credencial que convierte ese aprendizaje en autoridad dentro de tu organizaci&#243;n.</p><p>Lo que cubre el programa</p><p><strong>Ocho semanas</strong> online en <strong>directo.</strong> Veinte plazas. <strong>Mayo 23 2026</strong>.</p><h3>&#191;Qu&#233; aprender&#225;s?</h3><p>Semana 1 &#8212; El rol del CAIO en la organizaci&#243;n. Qu&#233; responsabilidades tiene, c&#243;mo se posiciona frente a la direcci&#243;n y c&#243;mo se construye el mandato desde dentro.</p><p>Semana 2 &#8212; Estrategia de IA corporativa. C&#243;mo se dise&#241;a una hoja de ruta real. Qu&#233; proyectos se aprueban, cu&#225;les se descartan y con qu&#233; criterios se decide.</p><p>Semana 3 &#8212; Evaluaci&#243;n de proveedores y tecnolog&#237;a. C&#243;mo distinguir el producto real del humo. Qu&#233; preguntar, qu&#233; mirar y c&#243;mo negociar desde una posici&#243;n de conocimiento.</p><p>Semana 4 &#8212; ROI e impacto de negocio. C&#243;mo se mide y se defiende la inversi&#243;n en IA ante quien decide en tu empresa. M&#233;tricas reales, no m&#233;tricas de vanidad.</p><p>Semana 5 &#8212; Gobernanza y AI Act. Qu&#233; obliga la regulaci&#243;n europea, c&#243;mo se clasifica el riesgo y c&#243;mo proteger a tu organizaci&#243;n de sanciones que ya son reales.</p><p>Semana 6 &#8212; Gesti&#243;n del cambio organizacional. C&#243;mo se lidera la adopci&#243;n de IA en equipos que no piden el cambio. Resistencias reales y c&#243;mo manejarlas.</p><p>Semana 7 &#8212; Comunicaci&#243;n ejecutiva. C&#243;mo presentar iniciativas de IA a la direcci&#243;n. C&#243;mo justificar la inversi&#243;n. C&#243;mo hablar de IA con quien decide sin perderlos en tecnicismos.</p><p>Semana 8 &#8212; Proyecto final y certificaci&#243;n. <strong>Cada participante desarrolla un plan estrat&#233;gico de IA para una organizaci&#243;n real</strong> y lo presenta ante el claustro.</p><h3><strong>El claustro</strong></h3><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://substackcdn.com/image/fetch/$s_!5pzG!,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!5pzG!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 424w, https://substackcdn.com/image/fetch/$s_!5pzG!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 848w, https://substackcdn.com/image/fetch/$s_!5pzG!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!5pzG!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!5pzG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg" width="1280" height="669" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/e326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:669,&quot;width&quot;:1280,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:44696,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/jpeg&quot;,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/190830563?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!5pzG!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 424w, https://substackcdn.com/image/fetch/$s_!5pzG!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 848w, https://substackcdn.com/image/fetch/$s_!5pzG!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 1272w, https://substackcdn.com/image/fetch/$s_!5pzG!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe326c0ca-57df-4356-bd49-882f32d1093e_1280x669.jpeg 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p></p><p>Los profesionales con los que vas a trabajar no son acad&#233;micos que hablan de lo que leyeron. Son las personas que ocupan este rol ahora mismo en organizaciones reales.</p><p><strong>Nacho Beites &#8212;</strong> Chief AI Officer en Openbank, la banca digital del Grupo Santander.</p><p><strong>Jennifer Woodard</strong> &#127468;&#127463; &#8212; CTPO @ Logically &#183; EU AI Office. Especialista en EU AI Act y seguridad.</p><p><strong>Emilio Jaime S&#225;nchez</strong> &#8212; Global Chief AI Officer y profesor del IE Business School.</p><p><strong>Pablo S&#225;ez Hurtado</strong> &#8212; Senior Counsel en Delvy AI, especialista en EU AI Act y regulaci&#243;n de inteligencia artificial.</p><p><strong>Henry Jim&#233;nez</strong> &#8212; CEO y CAIO. Me presento el &#250;ltimo porque lo importante aqu&#237; son ellos.</p><p>Adem&#225;s unas clases magistrales de nivel mundial!</p><p>Las 5 plazas que quedan</p><p><strong>El programa tiene 20 plazas. Llevamos 15 confirmadas.</strong></p><p>Quedan 5 al precio de early bird: 1.850&#8364;. O a hasta 6 cuotas sin intereses si prefieres distribuirlo y mas informaci&#243;n habla directamente conmigo. <a href="https://wa.me/34632949867">Aqu&#237;</a> </p><p>El domingo ese precio desaparece. El lunes el programa sube a 3.500&#8364;.</p><p>No es una t&#225;ctica. Es la diferencia entre el precio de lanzamiento para los primeros participantes y el precio definitivo.</p><p>Si esta semana te ha resonado algo &#8212; este es el momento.</p><p>Cinco plazas. Hasta el domingo.</p><p><strong>Henry Jim&#233;nez</strong></p><p>CEO &amp; Academic Director &#8212; EvolupedIA</p><div class="captioned-image-container"><figure><a class="image-link image2 is-viewable-img" target="_blank" href="https://evolupedia.com/certificacion-chief-artificial-officer/" data-component-name="Image2ToDOM"><div class="image2-inset"><picture><source type="image/webp" srcset="https://substackcdn.com/image/fetch/$s_!ZmUu!,w_424,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 424w, https://substackcdn.com/image/fetch/$s_!ZmUu!,w_848,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 848w, https://substackcdn.com/image/fetch/$s_!ZmUu!,w_1272,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 1272w, https://substackcdn.com/image/fetch/$s_!ZmUu!,w_1456,c_limit,f_webp,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 1456w" sizes="100vw"><img src="https://substackcdn.com/image/fetch/$s_!ZmUu!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png" width="985" height="666" data-attrs="{&quot;src&quot;:&quot;https://substack-post-media.s3.amazonaws.com/public/images/925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:666,&quot;width&quot;:985,&quot;resizeWidth&quot;:null,&quot;bytes&quot;:322790,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:&quot;image/png&quot;,&quot;href&quot;:&quot;https://evolupedia.com/certificacion-chief-artificial-officer/&quot;,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:&quot;https://evoluai.substack.com/i/190830563?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png&quot;,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}" class="sizing-normal" alt="" srcset="https://substackcdn.com/image/fetch/$s_!ZmUu!,w_424,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 424w, https://substackcdn.com/image/fetch/$s_!ZmUu!,w_848,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 848w, https://substackcdn.com/image/fetch/$s_!ZmUu!,w_1272,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 1272w, https://substackcdn.com/image/fetch/$s_!ZmUu!,w_1456,c_limit,f_auto,q_auto:good,fl_progressive:steep/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F925ba730-147e-4a2f-a7c6-59c59d287b32_985x666.png 1456w" sizes="100vw" loading="lazy"></picture><div class="image-link-expand"><div class="pencraft pc-display-flex pc-gap-8 pc-reset"><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container restack-image"><svg role="img" width="20" height="20" viewBox="0 0 20 20" fill="none" stroke-width="1.5" stroke="var(--color-fg-primary)" stroke-linecap="round" stroke-linejoin="round" xmlns="http://www.w3.org/2000/svg"><g><title></title><path d="M2.53001 7.81595C3.49179 4.73911 6.43281 2.5 9.91173 2.5C13.1684 2.5 15.9537 4.46214 17.0852 7.23684L17.6179 8.67647M17.6179 8.67647L18.5002 4.26471M17.6179 8.67647L13.6473 6.91176M17.4995 12.1841C16.5378 15.2609 13.5967 17.5 10.1178 17.5C6.86118 17.5 4.07589 15.5379 2.94432 12.7632L2.41165 11.3235M2.41165 11.3235L1.5293 15.7353M2.41165 11.3235L6.38224 13.0882"></path></g></svg></button><button tabindex="0" type="button" class="pencraft pc-reset pencraft icon-container view-image"><svg xmlns="http://www.w3.org/2000/svg" width="20" height="20" viewBox="0 0 24 24" fill="none" stroke="currentColor" stroke-width="2" stroke-linecap="round" stroke-linejoin="round" class="lucide lucide-maximize2 lucide-maximize-2"><polyline points="15 3 21 3 21 9"></polyline><polyline points="9 21 3 21 3 15"></polyline><line x1="21" x2="14" y1="3" y2="10"></line><line x1="3" x2="10" y1="21" y2="14"></line></svg></button></div></div></div></a></figure></div><p>&#128279; <a href="https://evolupedia.com/certificacion-chief-artificial-officer/">Reservar plaza al precio early bird &#8212; 1.850&#8364; hasta el domingo con opci&#243;n a plazos! </a>o mas informaci&#243;n en el siguiente bot&#243;n! &#128071;&#127996;</p><p class="button-wrapper" data-attrs="{&quot;url&quot;:&quot;https://evolupedia.com/certificacion-chief-artificial-officer/&quot;,&quot;text&quot;:&quot;Opci&#243;n a plazos&quot;,&quot;action&quot;:null,&quot;class&quot;:null}" data-component-name="ButtonCreateButton"><a class="button primary" href="https://evolupedia.com/certificacion-chief-artificial-officer/"><span>Opci&#243;n a plazos</span></a></p><p></p><p></p>]]></content:encoded></item></channel></rss>